diff --git a/.gitattributes b/.gitattributes index b6d19782bcbc7fe236d0826bfe059c5aa9f6ba2a..7b1e4b4523e3d049cc1696bf650c1c3273528b0a 100644 --- a/.gitattributes +++ b/.gitattributes @@ -79,29 +79,3 @@ experiment/memory-bench/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-tra experiment/memory-bench/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/memory-bench/logs/v5-L6-D2048-E0_1-4k.csv filter=lfs diff=lfs merge=lfs -text experiment/memory-bench/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/memory-bench/logs/BaseV5-C-Tune5-4k.csv filter=lfs diff=lfs merge=lfs -text experiment/memory-bench/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/memory-bench/logs/BaseV5-C-Tune5-16k.csv filter=lfs diff=lfs merge=lfs -text -experiment/memory-bench/logs/v5-L96-D1024-E0_1-mem-ctx-8k-16k.csv filter=lfs diff=lfs merge=lfs -text -experiment/memory-bench/logs/v5-L96-D1024-E0_1-mem-ctx-8k-4k.csv filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-slim-memory/v5-L6-D1024-E1e-1-ctx4k.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/memory-bench/logs/v5-L6-D1024-E0_1-4k.csv filter=lfs diff=lfs merge=lfs -text -experiment/memory-bench/logs/v5-L6-D1024-E0_1-16k.csv filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part1.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/part1.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/part2.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part2.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2560-E1e-1-ctx4k/part1.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2560-E1e-1-ctx4k/stage2.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/stage2.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2560-E1e-1-ctx4k/stage3.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/stage3.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2560-E1e-1-ctx4k/stage4.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/stage4.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2560-E1e-1-ctx4k/stage5.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/v5-r3-memory/L6-D2048-E1e-1-ctx4k/stage5.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-part1.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-baseline.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L12-D2048-part1.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L12-D2048-baseline.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6+6-D2048-overwrite-naive.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-split-train.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6+6-D2048-layer-expansion.ipynb filter=lfs diff=lfs merge=lfs -text -experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-split-baseline.ipynb filter=lfs diff=lfs merge=lfs -text diff --git a/experiment/memory-bench/Benchmark-V5-L96.ipynb b/experiment/memory-bench/Benchmark-V5-L96.ipynb deleted file mode 100644 index 578ce2c02d35413c9922bd6ef7ec0b4c43ebe8c7..0000000000000000000000000000000000000000 --- a/experiment/memory-bench/Benchmark-V5-L96.ipynb +++ /dev/null @@ -1,3568 +0,0 @@ -{ - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "0_1-mem-ctx-8k.pth 95%[==================> ] 2.52G 53.4MB/s eta 2s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "_1-mem-ctx-8k.pth 96%[==================> ] 2.53G 51.0MB/s eta 2s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1-mem-ctx-8k.pth 96%[==================> ] 2.55G 53.4MB/s eta 2s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "-mem-ctx-8k.pth 97%[==================> ] 2.56G 54.0MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "mem-ctx-8k.pth 97%[==================> ] 2.58G 54.1MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "em-ctx-8k.pth 98%[==================> ] 2.59G 55.6MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "m-ctx-8k.pth 99%[==================> ] 2.62G 58.9MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "v5-L96-D1024-E0_1-m 100%[===================>] 2.63G 58.3MB/s in 45s \r\n", - "\r\n", - "2023-09-03 20:07:31 (59.8 MB/s) - ‘v5-L96-D1024-E0_1-mem-ctx-8k.pth’ saved [2825976699/2825976699]\r\n", - "\r\n" - ] - } - ], - "source": [ - "# Lets download the custom models\n", - "!mkdir -p ../../../model/\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-memory/v5-L96-D1024-E0_1-mem-ctx-8k.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "f464907a", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-03T20:07:31.774310Z", - "iopub.status.busy": "2023-09-03T20:07:31.773743Z", - "iopub.status.idle": "2023-09-03T20:07:32.029470Z", - "shell.execute_reply": "2023-09-03T20:07:32.028523Z" - }, - "papermill": { - "duration": 0.27144, - "end_time": "2023-09-03T20:07:32.031600", - "exception": false, - "start_time": "2023-09-03T20:07:31.760160", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 2.7G\r\n", - "-rw-r--r-- 1 root root 2.7G Sep 3 06:19 v5-L96-D1024-E0_1-mem-ctx-8k.pth\r\n" - ] - } - ], - "source": [ - "!ls -lh ../../../model/" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "aacf07e4", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-03T20:07:32.058135Z", - "iopub.status.busy": "2023-09-03T20:07:32.057224Z", - "iopub.status.idle": "2023-09-03T20:07:32.309265Z", - "shell.execute_reply": "2023-09-03T20:07:32.308436Z" - }, - "papermill": { - "duration": 0.267871, - "end_time": "2023-09-03T20:07:32.311441", - "exception": false, - "start_time": "2023-09-03T20:07:32.043570", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/bin/sh: 1: python: not found\r\n" - ] - } - ], - "source": [ - "!python -m pip install aiocsv aiofiles" - ] - }, - { - "cell_type": "markdown", - "id": "9252473f", - "metadata": { - "papermill": { - "duration": 0.011632, - "end_time": "2023-09-03T20:07:32.334991", - "exception": false, - "start_time": "2023-09-03T20:07:32.323359", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# 1B5 V5 benchmark" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "deffae97", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-03T20:07:32.361241Z", - "iopub.status.busy": "2023-09-03T20:07:32.360502Z", - "iopub.status.idle": "2023-09-03T20:09:22.587085Z", - "shell.execute_reply": "2023-09-03T20:09:22.585615Z" - }, - "papermill": { - "duration": 110.242708, - "end_time": "2023-09-03T20:09:22.589584", - "exception": false, - "start_time": "2023-09-03T20:07:32.346876", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-03 20:07:36,900] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5 tokens : 100.0% similarity, with 5 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10 tokens : 100.0% similarity, with 10 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15 tokens : 100.0% similarity, with 15 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 20 tokens : 100.0% similarity, with 20 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 25 tokens : 100.0% similarity, with 25 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 30 tokens : 100.0% similarity, with 30 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 35 tokens : 100.0% similarity, with 35 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 40 tokens : 100.0% similarity, with 40 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 45 tokens : 100.0% similarity, with 45 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 50 tokens : 100.0% similarity, with 50 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 55 tokens : 100.0% similarity, with 55 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 60 tokens : 100.0% similarity, with 60 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 65 tokens : 100.0% similarity, with 65 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 70 tokens : 100.0% similarity, with 70 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 75 tokens : 100.0% similarity, with 75 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 80 tokens : 100.0% similarity, with 80 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 85 tokens : 100.0% similarity, with 85 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 90 tokens : 100.0% similarity, with 90 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 95 tokens : 100.0% similarity, with 95 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 100 tokens : 100.0% similarity, with 100 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 105 tokens : 100.0% similarity, with 105 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 110 tokens : 100.0% similarity, with 110 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 115 tokens : 100.0% similarity, with 115 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 120 tokens : 100.0% similarity, with 120 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 125 tokens : 100.0% similarity, with 125 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 130 tokens : 100.0% similarity, with 130 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 135 tokens : 100.0% similarity, with 135 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 140 tokens : 100.0% similarity, with 140 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 145 tokens : 100.0% similarity, with 145 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 150 tokens : 100.0% similarity, with 150 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 160 tokens : 100.0% similarity, with 160 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 170 tokens : 100.0% similarity, with 170 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 180 tokens : 100.0% similarity, with 180 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 190 tokens : 100.0% similarity, with 190 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 200 tokens : 99.5% similarity, with 199 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 210 tokens : 99.52380952380952% similarity, with 209 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 220 tokens : 99.54545454545455% similarity, with 219 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 230 tokens : 100.0% similarity, with 230 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 240 tokens : 100.0% similarity, with 240 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 250 tokens : 99.6% similarity, with 249 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 260 tokens : 99.61538461538461% similarity, with 259 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 270 tokens : 99.62962962962963% similarity, with 269 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 280 tokens : 100.0% similarity, with 280 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 290 tokens : 99.6551724137931% similarity, with 289 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 300 tokens : 99.66666666666667% similarity, with 299 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 325 tokens : 98.76923076923076% similarity, with 321 matched token, and 4 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 350 tokens : 98.85714285714286% similarity, with 346 matched token, and 4 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 375 tokens : 98.66666666666667% similarity, with 370 matched token, and 5 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 400 tokens : 98.75% similarity, with 395 matched token, and 5 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 425 tokens : 98.82352941176471% similarity, with 420 matched token, and 5 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 450 tokens : 98.88888888888889% similarity, with 445 matched token, and 5 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 475 tokens : 98.52631578947368% similarity, with 468 matched token, and 7 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 500 tokens : 97.8% similarity, with 489 matched token, and 11 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 525 tokens : 97.90476190476191% similarity, with 514 matched token, and 11 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 550 tokens : 97.81818181818181% similarity, with 538 matched token, and 12 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 575 tokens : 97.3913043478261% similarity, with 560 matched token, and 15 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 600 tokens : 97.33333333333334% similarity, with 584 matched token, and 16 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 625 tokens : 97.6% similarity, with 610 matched token, and 15 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 650 tokens : 97.23076923076923% similarity, with 632 matched token, and 18 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 675 tokens : 97.48148148148148% similarity, with 658 matched token, and 17 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 700 tokens : 97.42857142857143% similarity, with 682 matched token, and 18 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 750 tokens : 97.73333333333333% similarity, with 733 matched token, and 17 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 800 tokens : 97.5% similarity, with 780 matched token, and 20 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 850 tokens : 97.29411764705883% similarity, with 827 matched token, and 23 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 900 tokens : 97.55555555555556% similarity, with 878 matched token, and 22 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 950 tokens : 97.36842105263158% similarity, with 925 matched token, and 25 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1000 tokens : 97.5% similarity, with 975 matched token, and 25 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L96-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L96-D1024-E0_1-mem-ctx-8k-1k.csv\"" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "3e0fa465", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-03T20:09:22.623563Z", - "iopub.status.busy": "2023-09-03T20:09:22.622346Z", - "iopub.status.idle": "2023-09-03T20:15:28.464149Z", - "shell.execute_reply": "2023-09-03T20:15:28.462982Z" - }, - "papermill": { - "duration": 365.861939, - "end_time": "2023-09-03T20:15:28.466647", - "exception": false, - "start_time": "2023-09-03T20:09:22.604708", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-03 20:09:27,210] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1100 tokens : 97.0% similarity, with 1067 matched token, and 33 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1150 tokens : 97.21739130434783% similarity, with 1118 matched token, and 32 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1200 tokens : 97.25% similarity, with 1167 matched token, and 33 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1250 tokens : 97.04% similarity, with 1213 matched token, and 37 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1300 tokens : 96.76923076923077% similarity, with 1258 matched token, and 42 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1350 tokens : 96.22222222222221% similarity, with 1299 matched token, and 51 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1400 tokens : 96.14285714285714% similarity, with 1346 matched token, and 54 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1450 tokens : 96.13793103448276% similarity, with 1394 matched token, and 56 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1500 tokens : 95.53333333333333% similarity, with 1433 matched token, and 67 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1550 tokens : 95.22580645161291% similarity, with 1476 matched token, and 74 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1600 tokens : 95.1875% similarity, with 1523 matched token, and 77 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1650 tokens : 94.48484848484848% similarity, with 1559 matched token, and 91 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1700 tokens : 93.94117647058823% similarity, with 1597 matched token, and 103 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1750 tokens : 93.54285714285714% similarity, with 1637 matched token, and 113 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1800 tokens : 92.77777777777779% similarity, with 1670 matched token, and 130 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1850 tokens : 92.10810810810811% similarity, with 1704 matched token, and 146 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1900 tokens : 91.3157894736842% similarity, with 1735 matched token, and 165 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1950 tokens : 90.71794871794872% similarity, with 1769 matched token, and 181 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2000 tokens : 89.4% similarity, with 1788 matched token, and 212 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2050 tokens : 86.63414634146342% similarity, with 1776 matched token, and 274 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2100 tokens : 84.80952380952381% similarity, with 1781 matched token, and 319 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2150 tokens : 83.16279069767441% similarity, with 1788 matched token, and 362 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2200 tokens : 80.77272727272728% similarity, with 1777 matched token, and 423 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2250 tokens : 78.26666666666667% similarity, with 1761 matched token, and 489 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2300 tokens : 75.8695652173913% similarity, with 1745 matched token, and 555 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2350 tokens : 74.34042553191489% similarity, with 1747 matched token, and 603 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2400 tokens : 72.29166666666667% similarity, with 1735 matched token, and 665 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2450 tokens : 70.61224489795919% similarity, with 1730 matched token, and 720 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2500 tokens : 68.84% similarity, with 1721 matched token, and 779 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2550 tokens : 66.94117647058823% similarity, with 1707 matched token, and 843 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2600 tokens : 65.1923076923077% similarity, with 1695 matched token, and 905 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2650 tokens : 63.77358490566037% similarity, with 1690 matched token, and 960 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2700 tokens : 62.11111111111111% similarity, with 1677 matched token, and 1023 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2750 tokens : 60.54545454545455% similarity, with 1665 matched token, and 1085 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2800 tokens : 58.92857142857143% similarity, with 1650 matched token, and 1150 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2850 tokens : 57.78947368421052% similarity, with 1647 matched token, and 1203 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2900 tokens : 56.55172413793104% similarity, with 1640 matched token, and 1260 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2950 tokens : 55.1864406779661% similarity, with 1628 matched token, and 1322 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3000 tokens : 53.833333333333336% similarity, with 1615 matched token, and 1385 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3050 tokens : 52.49180327868852% similarity, with 1601 matched token, and 1449 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3100 tokens : 51.41935483870967% similarity, with 1594 matched token, and 1506 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3150 tokens : 50.06349206349206% similarity, with 1577 matched token, and 1573 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3200 tokens : 48.6875% similarity, with 1558 matched token, and 1642 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3250 tokens : 47.63076923076923% similarity, with 1548 matched token, and 1702 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3300 tokens : 46.484848484848484% similarity, with 1534 matched token, and 1766 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3350 tokens : 44.80597014925373% similarity, with 1501 matched token, and 1849 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3400 tokens : 43.29411764705882% similarity, with 1472 matched token, and 1928 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3450 tokens : 42.08695652173913% similarity, with 1452 matched token, and 1998 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3500 tokens : 40.74285714285714% similarity, with 1426 matched token, and 2074 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3550 tokens : 39.38028169014085% similarity, with 1398 matched token, and 2152 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3600 tokens : 37.94444444444444% similarity, with 1366 matched token, and 2234 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3650 tokens : 36.65753424657534% similarity, with 1338 matched token, and 2312 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3700 tokens : 35.43243243243243% similarity, with 1311 matched token, and 2389 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3750 tokens : 34.026666666666664% similarity, with 1276 matched token, and 2474 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3800 tokens : 33.1578947368421% similarity, with 1260 matched token, and 2540 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3850 tokens : 31.896103896103895% similarity, with 1228 matched token, and 2622 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3900 tokens : 30.538461538461537% similarity, with 1191 matched token, and 2709 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3950 tokens : 29.443037974683545% similarity, with 1163 matched token, and 2787 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4000 tokens : 28.225% similarity, with 1129 matched token, and 2871 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L96-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L96-D1024-E0_1-mem-ctx-8k-4k.csv\" 1100 4000" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "5fed7d73", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-03T20:15:28.510591Z", - "iopub.status.busy": "2023-09-03T20:15:28.509945Z", - "iopub.status.idle": "2023-09-03T21:26:44.273967Z", - "shell.execute_reply": "2023-09-03T21:26:44.272895Z" - }, - "papermill": { - "duration": 4275.788679, - "end_time": "2023-09-03T21:26:44.276323", - "exception": false, - "start_time": "2023-09-03T20:15:28.487644", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-03 20:15:33,087] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4100 tokens : 25.658536585365855% similarity, with 1052 matched token, and 3048 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4200 tokens : 23.666666666666668% similarity, with 994 matched token, and 3206 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4300 tokens : 21.488372093023255% similarity, with 924 matched token, and 3376 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4400 tokens : 19.318181818181817% similarity, with 850 matched token, and 3550 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4500 tokens : 17.333333333333336% similarity, with 780 matched token, and 3720 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4600 tokens : 15.239130434782608% similarity, with 701 matched token, and 3899 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4700 tokens : 13.553191489361701% similarity, with 637 matched token, and 4063 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4800 tokens : 12.083333333333334% similarity, with 580 matched token, and 4220 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4900 tokens : 10.061224489795919% similarity, with 493 matched token, and 4407 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5000 tokens : 8.74% similarity, with 437 matched token, and 4563 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5100 tokens : 7.705882352941177% similarity, with 393 matched token, and 4707 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5200 tokens : 6.865384615384615% similarity, with 357 matched token, and 4843 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5300 tokens : 6.0754716981132075% similarity, with 322 matched token, and 4978 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5400 tokens : 5.518518518518518% similarity, with 298 matched token, and 5102 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5500 tokens : 5.109090909090909% similarity, with 281 matched token, and 5219 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5600 tokens : 4.696428571428571% similarity, with 263 matched token, and 5337 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5700 tokens : 4.421052631578947% similarity, with 252 matched token, and 5448 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5800 tokens : 4.206896551724138% similarity, with 244 matched token, and 5556 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5900 tokens : 4.101694915254237% similarity, with 242 matched token, and 5658 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6000 tokens : 3.75% similarity, with 225 matched token, and 5775 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6100 tokens : 3.6721311475409837% similarity, with 224 matched token, and 5876 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6200 tokens : 3.612903225806452% similarity, with 224 matched token, and 5976 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6300 tokens : 3.5238095238095237% similarity, with 222 matched token, and 6078 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6400 tokens : 3.421875% similarity, with 219 matched token, and 6181 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6500 tokens : 3.3846153846153846% similarity, with 220 matched token, and 6280 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6600 tokens : 3.318181818181818% similarity, with 219 matched token, and 6381 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6700 tokens : 3.2835820895522385% similarity, with 220 matched token, and 6480 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6800 tokens : 3.25% similarity, with 221 matched token, and 6579 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6900 tokens : 3.27536231884058% similarity, with 226 matched token, and 6674 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7000 tokens : 3.2428571428571433% similarity, with 227 matched token, and 6773 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7100 tokens : 3.1971830985915495% similarity, with 227 matched token, and 6873 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7200 tokens : 3.138888888888889% similarity, with 226 matched token, and 6974 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7300 tokens : 3.1506849315068495% similarity, with 230 matched token, and 7070 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7400 tokens : 3.135135135135135% similarity, with 232 matched token, and 7168 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7500 tokens : 3.1466666666666665% similarity, with 236 matched token, and 7264 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7600 tokens : 3.1315789473684212% similarity, with 238 matched token, and 7362 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7700 tokens : 3.116883116883117% similarity, with 240 matched token, and 7460 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7800 tokens : 3.08974358974359% similarity, with 241 matched token, and 7559 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7900 tokens : 3.113924050632911% similarity, with 246 matched token, and 7654 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8000 tokens : 3.1125% similarity, with 249 matched token, and 7751 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8100 tokens : 3.148148148148148% similarity, with 255 matched token, and 7845 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8200 tokens : 3.1341463414634148% similarity, with 257 matched token, and 7943 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8300 tokens : 3.132530120481928% similarity, with 260 matched token, and 8040 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8400 tokens : 3.0952380952380953% similarity, with 260 matched token, and 8140 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8500 tokens : 3.0941176470588236% similarity, with 263 matched token, and 8237 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8600 tokens : 3.1046511627906974% similarity, with 267 matched token, and 8333 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8700 tokens : 3.0919540229885056% similarity, with 269 matched token, and 8431 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8800 tokens : 3.0681818181818183% similarity, with 270 matched token, and 8530 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8900 tokens : 3.0561797752808992% similarity, with 272 matched token, and 8628 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9000 tokens : 3.0666666666666664% similarity, with 276 matched token, and 8724 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9100 tokens : 3.087912087912088% similarity, with 281 matched token, and 8819 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9200 tokens : 3.0652173913043477% similarity, with 282 matched token, and 8918 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9300 tokens : 3.043010752688172% similarity, with 283 matched token, and 9017 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9400 tokens : 3.0106382978723407% similarity, with 283 matched token, and 9117 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9500 tokens : 3.0315789473684207% similarity, with 288 matched token, and 9212 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9600 tokens : 3.041666666666667% similarity, with 292 matched token, and 9308 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9700 tokens : 3.0309278350515463% similarity, with 294 matched token, and 9406 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9800 tokens : 3.0204081632653064% similarity, with 296 matched token, and 9504 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9900 tokens : 3.0707070707070705% similarity, with 304 matched token, and 9596 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10000 tokens : 3.08% similarity, with 308 matched token, and 9692 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10100 tokens : 3.0792079207920793% similarity, with 311 matched token, and 9789 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10200 tokens : 3.0784313725490198% similarity, with 314 matched token, and 9886 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10300 tokens : 3.1067961165048543% similarity, with 320 matched token, and 9980 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10400 tokens : 3.0865384615384612% similarity, with 321 matched token, and 10079 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10500 tokens : 3.0952380952380953% similarity, with 325 matched token, and 10175 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10600 tokens : 3.0849056603773586% similarity, with 327 matched token, and 10273 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10700 tokens : 3.0934579439252334% similarity, with 331 matched token, and 10369 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10800 tokens : 3.0833333333333335% similarity, with 333 matched token, and 10467 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10900 tokens : 3.0642201834862384% similarity, with 334 matched token, and 10566 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11000 tokens : 3.0636363636363635% similarity, with 337 matched token, and 10663 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11100 tokens : 3.063063063063063% similarity, with 340 matched token, and 10760 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11200 tokens : 3.0535714285714284% similarity, with 342 matched token, and 10858 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11300 tokens : 3.0707964601769913% similarity, with 347 matched token, and 10953 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11400 tokens : 3.1228070175438596% similarity, with 356 matched token, and 11044 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11500 tokens : 3.130434782608696% similarity, with 360 matched token, and 11140 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11600 tokens : 3.1379310344827585% similarity, with 364 matched token, and 11236 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11700 tokens : 3.128205128205128% similarity, with 366 matched token, and 11334 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11800 tokens : 3.1355932203389827% similarity, with 370 matched token, and 11430 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11900 tokens : 3.1260504201680672% similarity, with 372 matched token, and 11528 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12000 tokens : 3.125% similarity, with 375 matched token, and 11625 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12100 tokens : 3.1404958677685952% similarity, with 380 matched token, and 11720 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12200 tokens : 3.114754098360656% similarity, with 380 matched token, and 11820 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12300 tokens : 3.1300813008130084% similarity, with 385 matched token, and 11915 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12400 tokens : 3.129032258064516% similarity, with 388 matched token, and 12012 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12500 tokens : 3.136% similarity, with 392 matched token, and 12108 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12600 tokens : 3.1428571428571432% similarity, with 396 matched token, and 12204 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12700 tokens : 3.1181102362204722% similarity, with 396 matched token, and 12304 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12800 tokens : 3.1171875% similarity, with 399 matched token, and 12401 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12900 tokens : 3.1162790697674416% similarity, with 402 matched token, and 12498 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13000 tokens : 3.1307692307692307% similarity, with 407 matched token, and 12593 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13100 tokens : 3.1221374045801524% similarity, with 409 matched token, and 12691 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13200 tokens : 3.128787878787879% similarity, with 413 matched token, and 12787 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13300 tokens : 3.112781954887218% similarity, with 414 matched token, and 12886 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13400 tokens : 3.119402985074627% similarity, with 418 matched token, and 12982 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13500 tokens : 3.096296296296296% similarity, with 418 matched token, and 13082 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13600 tokens : 3.110294117647059% similarity, with 423 matched token, and 13177 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13700 tokens : 3.0875912408759127% similarity, with 423 matched token, and 13277 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13800 tokens : 3.0942028985507246% similarity, with 427 matched token, and 13373 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13900 tokens : 3.093525179856115% similarity, with 430 matched token, and 13470 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14000 tokens : 3.1214285714285714% similarity, with 437 matched token, and 13563 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14100 tokens : 3.1063829787234045% similarity, with 438 matched token, and 13662 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14200 tokens : 3.091549295774648% similarity, with 439 matched token, and 13761 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14300 tokens : 3.090909090909091% similarity, with 442 matched token, and 13858 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14400 tokens : 3.0902777777777777% similarity, with 445 matched token, and 13955 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14500 tokens : 3.075862068965517% similarity, with 446 matched token, and 14054 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14600 tokens : 3.0684931506849313% similarity, with 448 matched token, and 14152 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14700 tokens : 3.108843537414966% similarity, with 457 matched token, and 14243 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14800 tokens : 3.0945945945945947% similarity, with 458 matched token, and 14342 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14900 tokens : 3.0939597315436242% similarity, with 461 matched token, and 14439 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15000 tokens : 3.0733333333333333% similarity, with 461 matched token, and 14539 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15100 tokens : 3.066225165562914% similarity, with 463 matched token, and 14637 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15200 tokens : 3.0657894736842106% similarity, with 466 matched token, and 14734 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15300 tokens : 3.0457516339869284% similarity, with 466 matched token, and 14834 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15400 tokens : 3.0454545454545454% similarity, with 469 matched token, and 14931 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15500 tokens : 3.032258064516129% similarity, with 470 matched token, and 15030 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15600 tokens : 3.0448717948717947% similarity, with 475 matched token, and 15125 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15700 tokens : 3.0254777070063694% similarity, with 475 matched token, and 15225 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15800 tokens : 3.0253164556962022% similarity, with 478 matched token, and 15322 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15900 tokens : 3.0125786163522013% similarity, with 479 matched token, and 15421 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 16000 tokens : 2.9875% similarity, with 478 matched token, and 15522 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L96-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L96-D1024-E0_1-mem-ctx-8k-16k.csv\" 4100 16000" - ] - } - ], - "metadata": { - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - }, - "papermill": { - "default_parameters": {}, - "duration": 4800.015988, - "end_time": "2023-09-03T21:26:44.638790", - "environment_variables": {}, - "exception": null, - "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/Benchmark-V5-L96.ipynb", - "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/memory-bench/Benchmark-V5-L96.ipynb", - "parameters": {}, - "start_time": "2023-09-03T20:06:44.622802", - "version": "2.4.0" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/experiment/memory-bench/Benchmark-V5.ipynb b/experiment/memory-bench/Benchmark-V5.ipynb index a19519c9dedda67859e4f16fb9770966eb43c531..df35a020b70a417b2b2931c8bbe1b2a430dce20c 100644 --- a/experiment/memory-bench/Benchmark-V5.ipynb +++ b/experiment/memory-bench/Benchmark-V5.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "id": "cf73c4cf", + "id": "541b2d35", "metadata": { "papermill": { - "duration": 0.004145, - "end_time": "2023-09-05T19:58:25.321223", + "duration": 0.00391, + "end_time": "2023-08-26T13:27:22.704411", "exception": false, - "start_time": "2023-09-05T19:58:25.317078", + "start_time": "2023-08-26T13:27:22.700501", "status": "completed" }, "tags": [] @@ -22,19 +22,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "aaec4faf", + "id": "13ce0b66", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T19:58:25.330738Z", - "iopub.status.busy": "2023-09-05T19:58:25.330236Z", - "iopub.status.idle": "2023-09-05T20:04:41.032031Z", - "shell.execute_reply": "2023-09-05T20:04:41.030878Z" + "iopub.execute_input": "2023-08-26T13:27:22.713673Z", + "iopub.status.busy": "2023-08-26T13:27:22.712927Z", + "iopub.status.idle": "2023-08-26T13:30:39.555655Z", + "shell.execute_reply": "2023-08-26T13:30:39.554517Z" }, "papermill": { - "duration": 375.709392, - "end_time": "2023-09-05T20:04:41.034546", + "duration": 196.850037, + "end_time": "2023-08-26T13:30:39.558120", "exception": false, - "start_time": "2023-09-05T19:58:25.325154", + "start_time": "2023-08-26T13:27:22.708083", "status": "completed" }, "tags": [] @@ -44,28 +44,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "--2023-09-05 19:58:25-- https://huggingface.co/picocreator/memory-size-experiment-for-rwkv/resolve/main/RWKV-v5-baseline/BaseV5-C-Tune5.pth\r\n", - "Resolving huggingface.co (huggingface.co)... 18.154.227.7, 18.154.227.67, 18.154.227.69, ...\r\n", + "--2023-08-26 13:27:23-- https://huggingface.co/picocreator/memory-size-experiment-for-rwkv/resolve/main/RWKV-v5-baseline/BaseV5-C-Tune5.pth\r\n", + "Resolving huggingface.co (huggingface.co)... 18.154.227.7, 18.154.227.69, 18.154.227.87, ...\r\n", "Connecting to huggingface.co (huggingface.co)|18.154.227.7|:443... connected.\r\n", "HTTP request sent, awaiting response... 302 Found\r\n", - "Location: https://cdn-lfs.huggingface.co/repos/cb/ef/cbef09abb2634a3375b28868bffa285226dfeabedec89b28c2fb302221164d66/c1f89b4d653a240f6f165d25988b51f6db36bf8a2388707e3e3242af751575eb?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27BaseV5-C-Tune5.pth%3B+filename%3D%22BaseV5-C-Tune5.pth%22%3B&Expires=1694203105&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5NDIwMzEwNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy9jYi9lZi9jYmVmMDlhYmIyNjM0YTMzNzViMjg4NjhiZmZhMjg1MjI2ZGZlYWJlZGVjODliMjhjMmZiMzAyMjIxMTY0ZDY2L2MxZjg5YjRkNjUzYTI0MGY2ZjE2NWQyNTk4OGI1MWY2ZGIzNmJmOGEyMzg4NzA3ZTNlMzI0MmFmNzUxNTc1ZWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=ykou8uLrNIvdiZlMOBKSa-TxcLOCLvMDjj9o4SZ5Vj1ovca53yzWCgEu7VINUQKO2GvnX4ivd153xcBlbnlzlCtGT96pIKOf6AT1KwcIthqxPj4SnMm7LaZOfOQPQ2HcRQjLRp9S-ThMRXwrniPe4iB4USdcqbP%7E3YnQRQ7YCnrqrEzF2A7SX8ubT-oNXDevc3Cj21BKYo6qlYuTK%7EMCChwgmcq7EX%7EeP%7E9I3A02TvxkM302k1m-Ex%7ERjA7k0Px9xUp0otVtDIir65Y0mMafarGbJIgtI3T-mQQRYyxn6pymYMLV5td%7EXExISwcje1-Gwsc4cLPgh8rrj7Kr9J2WZg__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", - "--2023-09-05 19:58:25-- https://cdn-lfs.huggingface.co/repos/cb/ef/cbef09abb2634a3375b28868bffa285226dfeabedec89b28c2fb302221164d66/c1f89b4d653a240f6f165d25988b51f6db36bf8a2388707e3e3242af751575eb?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27BaseV5-C-Tune5.pth%3B+filename%3D%22BaseV5-C-Tune5.pth%22%3B&Expires=1694203105&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5NDIwMzEwNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy9jYi9lZi9jYmVmMDlhYmIyNjM0YTMzNzViMjg4NjhiZmZhMjg1MjI2ZGZlYWJlZGVjODliMjhjMmZiMzAyMjIxMTY0ZDY2L2MxZjg5YjRkNjUzYTI0MGY2ZjE2NWQyNTk4OGI1MWY2ZGIzNmJmOGEyMzg4NzA3ZTNlMzI0MmFmNzUxNTc1ZWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=ykou8uLrNIvdiZlMOBKSa-TxcLOCLvMDjj9o4SZ5Vj1ovca53yzWCgEu7VINUQKO2GvnX4ivd153xcBlbnlzlCtGT96pIKOf6AT1KwcIthqxPj4SnMm7LaZOfOQPQ2HcRQjLRp9S-ThMRXwrniPe4iB4USdcqbP%7E3YnQRQ7YCnrqrEzF2A7SX8ubT-oNXDevc3Cj21BKYo6qlYuTK%7EMCChwgmcq7EX%7EeP%7E9I3A02TvxkM302k1m-Ex%7ERjA7k0Px9xUp0otVtDIir65Y0mMafarGbJIgtI3T-mQQRYyxn6pymYMLV5td%7EXExISwcje1-Gwsc4cLPgh8rrj7Kr9J2WZg__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", - "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... 108.138.64.49, 108.138.64.111, 108.138.64.36, ...\r\n", - "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.49|:443... connected.\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "HTTP request sent, awaiting response... " + "Location: https://cdn-lfs.huggingface.co/repos/cb/ef/cbef09abb2634a3375b28868bffa285226dfeabedec89b28c2fb302221164d66/c1f89b4d653a240f6f165d25988b51f6db36bf8a2388707e3e3242af751575eb?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27BaseV5-C-Tune5.pth%3B+filename%3D%22BaseV5-C-Tune5.pth%22%3B&Expires=1693315643&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTY0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy9jYi9lZi9jYmVmMDlhYmIyNjM0YTMzNzViMjg4NjhiZmZhMjg1MjI2ZGZlYWJlZGVjODliMjhjMmZiMzAyMjIxMTY0ZDY2L2MxZjg5YjRkNjUzYTI0MGY2ZjE2NWQyNTk4OGI1MWY2ZGIzNmJmOGEyMzg4NzA3ZTNlMzI0MmFmNzUxNTc1ZWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=ziMFzO433qYsnTGI0xEqJgoCCxYDBIDL6BiUB8nY%7EUwhf8whZoVy%7E6kXBMldTd5DrWF1FBW-m%7EZ30YvJkMpWb282unhX6%7EInXiMnuT8KzIY8RmId7ttH21PN4yhomq6PQH5iM8hZq4rzmapJEyeRmDyBMJuHcDbXjYa%7EZonvxseG5TJACA3CIe8775U1sGNl2K8awoALSDKvpUJVIq86twhIdH38kCdQUrfRB52a6sX-xLHsGYpHUelYXtE9YcfajwTeg358Ds-ut4XP-we7vBLIusdR02y0MjvvyuWOIMLTI%7Ewq3OVRkY92Ks7HG7sk52iHWhH0x%7E12mvhQqM0Vzw__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", + "--2023-08-26 13:27:23-- https://cdn-lfs.huggingface.co/repos/cb/ef/cbef09abb2634a3375b28868bffa285226dfeabedec89b28c2fb302221164d66/c1f89b4d653a240f6f165d25988b51f6db36bf8a2388707e3e3242af751575eb?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27BaseV5-C-Tune5.pth%3B+filename%3D%22BaseV5-C-Tune5.pth%22%3B&Expires=1693315643&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTY0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy9jYi9lZi9jYmVmMDlhYmIyNjM0YTMzNzViMjg4NjhiZmZhMjg1MjI2ZGZlYWJlZGVjODliMjhjMmZiMzAyMjIxMTY0ZDY2L2MxZjg5YjRkNjUzYTI0MGY2ZjE2NWQyNTk4OGI1MWY2ZGIzNmJmOGEyMzg4NzA3ZTNlMzI0MmFmNzUxNTc1ZWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=ziMFzO433qYsnTGI0xEqJgoCCxYDBIDL6BiUB8nY%7EUwhf8whZoVy%7E6kXBMldTd5DrWF1FBW-m%7EZ30YvJkMpWb282unhX6%7EInXiMnuT8KzIY8RmId7ttH21PN4yhomq6PQH5iM8hZq4rzmapJEyeRmDyBMJuHcDbXjYa%7EZonvxseG5TJACA3CIe8775U1sGNl2K8awoALSDKvpUJVIq86twhIdH38kCdQUrfRB52a6sX-xLHsGYpHUelYXtE9YcfajwTeg358Ds-ut4XP-we7vBLIusdR02y0MjvvyuWOIMLTI%7Ewq3OVRkY92Ks7HG7sk52iHWhH0x%7E12mvhQqM0Vzw__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", + "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "200 OK\r\n", + "108.138.64.121, 108.138.64.111, 108.138.64.36, ...\r\n", + "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.121|:443... connected.\r\n", + "HTTP request sent, awaiting response... 200 OK\r\n", "Length: 6060483063 (5.6G) [binary/octet-stream]\r\n", "Saving to: ‘BaseV5-C-Tune5.pth’\r\n", "\r\n", @@ -78,7 +72,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 0%[ ] 15.26M 61.3MB/s " + "BaseV5-C-Tune5.pth 1%[ ] 73.21M 366MB/s " ] }, { @@ -86,7 +80,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 0%[ ] 30.52M 67.6MB/s " + "BaseV5-C-Tune5.pth 2%[ ] 146.94M 367MB/s " ] }, { @@ -94,7 +88,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 0%[ ] 45.78M 61.0MB/s " + "BaseV5-C-Tune5.pth 3%[ ] 220.93M 368MB/s " ] }, { @@ -102,7 +96,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 60.52M 61.9MB/s " + "BaseV5-C-Tune5.pth 5%[> ] 295.39M 369MB/s " ] }, { @@ -110,7 +104,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 61.03M 50.8MB/s " + "BaseV5-C-Tune5.pth 6%[> ] 369.07M 369MB/s " ] }, { @@ -118,7 +112,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 76.41M 51.9MB/s " + "BaseV5-C-Tune5.pth 7%[> ] 442.84M 369MB/s " ] }, { @@ -126,7 +120,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 91.55M 54.7MB/s " + "BaseV5-C-Tune5.pth 8%[> ] 515.57M 368MB/s " ] }, { @@ -134,7 +128,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 106.29M 56.5MB/s " + "BaseV5-C-Tune5.pth 10%[=> ] 589.96M 369MB/s " ] }, { @@ -142,7 +136,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 1%[ ] 106.81M 51.3MB/s " + "BaseV5-C-Tune5.pth 11%[=> ] 665.46M 370MB/s " ] }, { @@ -150,7 +144,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 2%[ ] 122.07M 53.3MB/s " + "BaseV5-C-Tune5.pth 12%[=> ] 741.08M 371MB/s " ] }, { @@ -158,7 +152,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 2%[ ] 137.33M 51.5MB/s " + "BaseV5-C-Tune5.pth 14%[=> ] 816.99M 371MB/s " ] }, { @@ -166,7 +160,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 2%[ ] 152.59M 50.9MB/s eta 1m 51s " + "BaseV5-C-Tune5.pth 15%[==> ] 892.84M 372MB/s " ] }, { @@ -174,7 +168,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 2%[ ] 162.26M 50.7MB/s eta 1m 51s " + "BaseV5-C-Tune5.pth 16%[==> ] 969.40M 373MB/s " ] }, { @@ -182,7 +176,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 2%[ ] 167.85M 48.0MB/s eta 1m 51s " + "BaseV5-C-Tune5.pth 18%[==> ] 1.02G 373MB/s " ] }, { @@ -190,7 +184,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 182.59M 48.0MB/s eta 1m 51s " + "BaseV5-C-Tune5.pth 19%[==> ] 1.09G 374MB/s eta 12s " ] }, { @@ -198,7 +192,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 189.42M 47.3MB/s eta 1m 58s " + "BaseV5-C-Tune5.pth 20%[===> ] 1.17G 375MB/s eta 12s " ] }, { @@ -206,7 +200,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 198.36M 46.6MB/s eta 1m 58s " + "BaseV5-C-Tune5.pth 22%[===> ] 1.24G 375MB/s eta 12s " ] }, { @@ -214,7 +208,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 206.18M 45.3MB/s eta 1m 58s " + "BaseV5-C-Tune5.pth 23%[===> ] 1.32G 376MB/s eta 12s " ] }, { @@ -222,7 +216,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 213.74M 43.4MB/s eta 1m 58s " + "BaseV5-C-Tune5.pth 24%[===> ] 1.39G 378MB/s eta 12s " ] }, { @@ -230,7 +224,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 3%[ ] 228.87M 43.3MB/s eta 1m 58s " + "BaseV5-C-Tune5.pth 26%[====> ] 1.47G 379MB/s eta 11s " ] }, { @@ -238,7 +232,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 4%[ ] 244.13M 43.2MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 27%[====> ] 1.55G 380MB/s eta 11s " ] }, { @@ -246,7 +240,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 4%[ ] 252.57M 42.5MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 28%[====> ] 1.63G 383MB/s eta 11s " ] }, { @@ -254,7 +248,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 4%[ ] 259.40M 42.0MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 30%[=====> ] 1.70G 384MB/s eta 11s " ] }, { @@ -262,7 +256,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 4%[ ] 282.07M 44.6MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 31%[=====> ] 1.78G 385MB/s eta 11s " ] }, { @@ -270,7 +264,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 5%[> ] 289.92M 43.5MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 32%[=====> ] 1.86G 386MB/s eta 10s " ] }, { @@ -278,7 +272,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 5%[> ] 305.18M 43.5MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 34%[=====> ] 1.93G 387MB/s eta 10s " ] }, { @@ -286,7 +280,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 5%[> ] 320.43M 42.4MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 35%[======> ] 2.01G 388MB/s eta 10s " ] }, { @@ -294,7 +288,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 5%[> ] 340.13M 45.8MB/s eta 1m 59s " + "BaseV5-C-Tune5.pth 36%[======> ] 2.07G 382MB/s eta 10s " ] }, { @@ -302,7 +296,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 6%[> ] 350.39M 46.0MB/s eta 1m 53s " + "BaseV5-C-Tune5.pth 37%[======> ] 2.14G 381MB/s eta 10s " ] }, { @@ -310,7 +304,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 6%[> ] 358.96M 46.4MB/s eta 1m 53s " + "BaseV5-C-Tune5.pth 39%[======> ] 2.21G 381MB/s eta 9s " ] }, { @@ -318,7 +312,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 6%[> ] 381.47M 50.1MB/s eta 1m 53s " + "BaseV5-C-Tune5.pth 40%[=======> ] 2.29G 381MB/s eta 9s " ] }, { @@ -326,7 +320,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 6%[> ] 396.73M 50.6MB/s eta 1m 53s " + "BaseV5-C-Tune5.pth 41%[=======> ] 2.36G 382MB/s eta 9s " ] }, { @@ -334,7 +328,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 411.47M 53.5MB/s eta 1m 53s " + "BaseV5-C-Tune5.pth 43%[=======> ] 2.44G 383MB/s eta 9s " ] }, { @@ -342,7 +336,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 416.17M 52.6MB/s eta 1m 49s " + "BaseV5-C-Tune5.pth 44%[=======> ] 2.51G 382MB/s eta 9s " ] }, { @@ -350,7 +344,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 427.25M 52.3MB/s eta 1m 49s " + "BaseV5-C-Tune5.pth 45%[========> ] 2.59G 382MB/s eta 8s " ] }, { @@ -358,7 +352,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 442.51M 51.7MB/s eta 1m 49s " + "BaseV5-C-Tune5.pth 47%[========> ] 2.67G 382MB/s eta 8s " ] }, { @@ -366,7 +360,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 455.18M 53.4MB/s eta 1m 49s " + "BaseV5-C-Tune5.pth 48%[========> ] 2.74G 381MB/s eta 8s " ] }, { @@ -374,7 +368,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 7%[> ] 457.76M 51.2MB/s eta 1m 50s " + "BaseV5-C-Tune5.pth 49%[========> ] 2.82G 381MB/s eta 8s " ] }, { @@ -382,7 +376,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 8%[> ] 472.50M 54.1MB/s eta 1m 50s " + "BaseV5-C-Tune5.pth 51%[=========> ] 2.89G 381MB/s eta 8s " ] }, { @@ -390,7 +384,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 8%[> ] 476.21M 50.8MB/s eta 1m 50s " + "BaseV5-C-Tune5.pth 52%[=========> ] 2.97G 380MB/s eta 7s " ] }, { @@ -398,7 +392,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 8%[> ] 488.28M 50.2MB/s eta 1m 50s " + "BaseV5-C-Tune5.pth 53%[=========> ] 3.04G 380MB/s eta 7s " ] }, { @@ -406,7 +400,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 8%[> ] 502.28M 50.0MB/s eta 1m 50s " + "BaseV5-C-Tune5.pth 55%[==========> ] 3.12G 380MB/s eta 7s " ] }, { @@ -414,7 +408,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 9%[> ] 532.23M 54.6MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 56%[==========> ] 3.20G 385MB/s eta 7s " ] }, { @@ -422,7 +416,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 9%[> ] 540.75M 52.4MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 57%[==========> ] 3.27G 385MB/s eta 7s " ] }, { @@ -430,7 +424,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 9%[> ] 549.31M 54.1MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 59%[==========> ] 3.35G 388MB/s eta 6s " ] }, { @@ -438,7 +432,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 9%[> ] 564.58M 50.6MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 60%[===========> ] 3.42G 388MB/s eta 6s " ] }, { @@ -446,7 +440,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 10%[=> ] 579.31M 51.0MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 61%[===========> ] 3.50G 387MB/s eta 6s " ] }, { @@ -454,7 +448,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 10%[=> ] 593.27M 49.9MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 63%[===========> ] 3.57G 387MB/s eta 6s " ] }, { @@ -462,7 +456,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 10%[=> ] 610.35M 50.6MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 64%[===========> ] 3.65G 387MB/s eta 6s " ] }, { @@ -470,7 +464,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 10%[=> ] 625.61M 53.3MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 65%[============> ] 3.72G 387MB/s eta 5s " ] }, { @@ -478,7 +472,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 10%[=> ] 635.17M 53.9MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 67%[============> ] 3.80G 387MB/s eta 5s " ] }, { @@ -486,7 +480,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 11%[=> ] 640.87M 50.4MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 68%[============> ] 3.88G 387MB/s eta 5s " ] }, { @@ -494,7 +488,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 11%[=> ] 656.13M 51.3MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 70%[=============> ] 3.95G 387MB/s eta 5s " ] }, { @@ -502,7 +496,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 11%[=> ] 670.87M 50.0MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 71%[=============> ] 4.03G 387MB/s eta 5s " ] }, { @@ -510,7 +504,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 11%[=> ] 684.82M 53.1MB/s eta 1m 44s " + "BaseV5-C-Tune5.pth 72%[=============> ] 4.08G 379MB/s eta 4s " ] }, { @@ -518,7 +512,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 11%[=> ] 686.64M 49.2MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 72%[=============> ] 4.10G 362MB/s eta 4s " ] }, { @@ -526,7 +520,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 12%[=> ] 701.39M 51.6MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 74%[=============> ] 4.18G 362MB/s eta 4s " ] }, { @@ -534,7 +528,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 12%[=> ] 717.16M 48.9MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 75%[==============> ] 4.25G 362MB/s eta 4s " ] }, { @@ -542,7 +536,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 12%[=> ] 732.42M 47.2MB/s eta 1m 45s " + "BaseV5-C-Tune5.pth 76%[==============> ] 4.33G 362MB/s eta 4s " ] }, { @@ -550,7 +544,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 12%[=> ] 747.69M 46.6MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 78%[==============> ] 4.41G 363MB/s eta 3s " ] }, { @@ -558,7 +552,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 762.94M 47.2MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 79%[==============> ] 4.48G 363MB/s eta 3s " ] }, { @@ -566,7 +560,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 767.13M 44.7MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 80%[===============> ] 4.55G 361MB/s eta 3s " ] }, { @@ -574,7 +568,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 778.20M 45.5MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 81%[===============> ] 4.60G 352MB/s eta 3s " ] }, { @@ -582,7 +576,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 791.63M 46.0MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 82%[===============> ] 4.67G 351MB/s eta 3s " ] }, { @@ -590,7 +584,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 793.46M 42.8MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 84%[===============> ] 4.75G 351MB/s eta 2s " ] }, { @@ -598,7 +592,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 13%[=> ] 808.71M 41.9MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 85%[================> ] 4.83G 352MB/s eta 2s " ] }, { @@ -606,7 +600,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 14%[=> ] 823.97M 42.7MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 86%[================> ] 4.90G 351MB/s eta 2s " ] }, { @@ -614,7 +608,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 14%[=> ] 839.23M 43.7MB/s eta 1m 43s " + "BaseV5-C-Tune5.pth 88%[================> ] 4.98G 352MB/s eta 2s " ] }, { @@ -622,7 +616,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 14%[=> ] 853.98M 44.2MB/s eta 1m 42s " + "BaseV5-C-Tune5.pth 89%[================> ] 5.05G 352MB/s eta 2s " ] }, { @@ -630,7 +624,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 15%[==> ] 869.24M 45.9MB/s eta 1m 42s " + "BaseV5-C-Tune5.pth 90%[=================> ] 5.13G 353MB/s eta 1s " ] }, { @@ -638,7 +632,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 15%[==> ] 882.01M 45.5MB/s eta 1m 42s " + "BaseV5-C-Tune5.pth 92%[=================> ] 5.21G 372MB/s eta 1s " ] }, { @@ -646,7 +640,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 15%[==> ] 885.01M 46.0MB/s eta 1m 42s " + "BaseV5-C-Tune5.pth 93%[=================> ] 5.28G 377MB/s eta 1s " ] }, { @@ -654,7 +648,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 15%[==> ] 899.75M 46.5MB/s eta 1m 42s " + "BaseV5-C-Tune5.pth 94%[=================> ] 5.36G 377MB/s eta 1s " ] }, { @@ -662,7 +656,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 15%[==> ] 915.01M 44.4MB/s eta 1m 41s " + "BaseV5-C-Tune5.pth 96%[==================> ] 5.44G 378MB/s eta 1s " ] }, { @@ -670,7 +664,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 16%[==> ] 930.27M 46.6MB/s eta 1m 41s " + "BaseV5-C-Tune5.pth 97%[==================> ] 5.51G 378MB/s eta 0s " ] }, { @@ -678,7 +672,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 16%[==> ] 939.22M 45.3MB/s eta 1m 41s " + "BaseV5-C-Tune5.pth 99%[==================> ] 5.59G 377MB/s eta 0s " ] }, { @@ -686,31 +680,43 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 16%[==> ] 946.04M 44.1MB/s eta 1m 41s " + "BaseV5-C-Tune5.pth 100%[===================>] 5.64G 377MB/s in 15s \r\n", + "\r\n", + "2023-08-26 13:27:38 (377 MB/s) - ‘BaseV5-C-Tune5.pth’ saved [6060483063/6060483063]\r\n", + "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "BaseV5-C-Tune5.pth 16%[==> ] 961.30M 44.8MB/s eta 1m 41s " + "--2023-08-26 13:27:38-- https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/EWR-1B5-E0_1-mem-ctx-8k.pth\r\n", + "Resolving huggingface.co (huggingface.co)... 18.154.227.7, 18.154.227.87, 18.154.227.69, ...\r\n", + "Connecting to huggingface.co (huggingface.co)|18.154.227.7|:443... connected.\r\n", + "HTTP request sent, awaiting response... 302 Found\r\n", + "Location: https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/e886ffafd5148b502a00b1c10c847ca918cec61c4c956956a2fe9811c210029b?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27EWR-1B5-E0_1-mem-ctx-8k.pth%3B+filename%3D%22EWR-1B5-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315658&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTY1OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwL2U4ODZmZmFmZDUxNDhiNTAyYTAwYjFjMTBjODQ3Y2E5MThjZWM2MWM0Yzk1Njk1NmEyZmU5ODExYzIxMDAyOWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=uku0uUHXaL19jduBgCuGdQVstpytTc2QSL0CxF3ZbE%7E3KoqpZgFWx1DJLuTk7pRnrXBNW-0cOp2MV-WONmJU7VmZvSwnbX6o3FCRpQ6xTneRWKmWXa1%7E73xUgwvg7tzs32tkYbOPkHjJXsHTZD1Pbceks1qp-brKKR58sOX%7EaB2aUPZwBgM15qjmy5fgPzyK8UgDTQ27%7EJAXtzIP8tS73n0hIaaePD1aItyVcNGs2nu4Cq6fEIfGJgvcitTm9rsLy8kUO6J6JwHrWon3PR-H5yIol5F2rVjtbmv-V9lJHq-5i1a2f%7E4AV3GlSzQ2TlOqPpExnfoeteDBPlFtzNj5%7EA__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", + "--2023-08-26 13:27:38-- https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/e886ffafd5148b502a00b1c10c847ca918cec61c4c956956a2fe9811c210029b?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27EWR-1B5-E0_1-mem-ctx-8k.pth%3B+filename%3D%22EWR-1B5-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315658&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTY1OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwL2U4ODZmZmFmZDUxNDhiNTAyYTAwYjFjMTBjODQ3Y2E5MThjZWM2MWM0Yzk1Njk1NmEyZmU5ODExYzIxMDAyOWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=uku0uUHXaL19jduBgCuGdQVstpytTc2QSL0CxF3ZbE%7E3KoqpZgFWx1DJLuTk7pRnrXBNW-0cOp2MV-WONmJU7VmZvSwnbX6o3FCRpQ6xTneRWKmWXa1%7E73xUgwvg7tzs32tkYbOPkHjJXsHTZD1Pbceks1qp-brKKR58sOX%7EaB2aUPZwBgM15qjmy5fgPzyK8UgDTQ27%7EJAXtzIP8tS73n0hIaaePD1aItyVcNGs2nu4Cq6fEIfGJgvcitTm9rsLy8kUO6J6JwHrWon3PR-H5yIol5F2rVjtbmv-V9lJHq-5i1a2f%7E4AV3GlSzQ2TlOqPpExnfoeteDBPlFtzNj5%7EA__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", + "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... 108.138.64.49, 108.138.64.36, 108.138.64.111, ...\r\n", + "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.49|:443... connected.\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "BaseV5-C-Tune5.pth 16%[==> ] 976.55M 46.2MB/s eta 1m 41s " + "HTTP request sent, awaiting response... " ] }, { "name": "stdout", "output_type": "stream", "text": [ + "200 OK\r\n", + "Length: 6060483163 (5.6G) [binary/octet-stream]\r\n", + "Saving to: ‘EWR-1B5-E0_1-mem-ctx-8k.pth’\r\n", + "\r\n", "\r", - "BaseV5-C-Tune5.pth 17%[==> ] 991.82M 46.6MB/s eta 1m 41s " + " EWR-1B5-E 0%[ ] 0 --.-KB/s " ] }, { @@ -718,7 +724,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 17%[==> ] 1007M 46.9MB/s eta 1m 41s " + " EWR-1B5-E0 0%[ ] 15.26M 48.0MB/s " ] }, { @@ -726,7 +732,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 17%[==> ] 1007M 46.0MB/s eta 1m 40s " + " EWR-1B5-E0_ 0%[ ] 30.52M 47.4MB/s " ] }, { @@ -734,7 +740,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 17%[==> ] 1022M 46.5MB/s eta 1m 40s " + " EWR-1B5-E0_1 0%[ ] 45.78M 52.5MB/s " ] }, { @@ -742,7 +748,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 17%[==> ] 1.01G 46.2MB/s eta 1m 40s " + " EWR-1B5-E0_1- 1%[ ] 61.03M 53.0MB/s " ] }, { @@ -750,7 +756,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 18%[==> ] 1.03G 45.1MB/s eta 1m 40s " + " EWR-1B5-E0_1-m 1%[ ] 76.29M 54.5MB/s " ] }, { @@ -758,7 +764,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 18%[==> ] 1.04G 47.6MB/s eta 98s " + " EWR-1B5-E0_1-me 1%[ ] 91.55M 54.1MB/s " ] }, { @@ -766,7 +772,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 18%[==> ] 1.04G 45.0MB/s eta 98s " + " EWR-1B5-E0_1-mem 1%[ ] 106.29M 55.8MB/s " ] }, { @@ -774,7 +780,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 18%[==> ] 1.06G 45.5MB/s eta 98s " + " EWR-1B5-E0_1-mem- 2%[ ] 119.78M 56.9MB/s " ] }, { @@ -782,7 +788,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 18%[==> ] 1.06G 43.5MB/s eta 98s " + " EWR-1B5-E0_1-mem-c 2%[ ] 136.81M 58.2MB/s " ] }, { @@ -790,7 +796,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.07G 43.7MB/s eta 99s " + "EWR-1B5-E0_1-mem-ct 2%[ ] 152.59M 58.4MB/s " ] }, { @@ -798,7 +804,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.09G 43.7MB/s eta 99s " + "WR-1B5-E0_1-mem-ctx 2%[ ] 167.85M 58.2MB/s " ] }, { @@ -806,7 +812,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.09G 42.9MB/s eta 99s " + "R-1B5-E0_1-mem-ctx- 3%[ ] 188.29M 61.0MB/s eta 92s " ] }, { @@ -814,7 +820,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.10G 41.8MB/s eta 99s " + "-1B5-E0_1-mem-ctx-8 3%[ ] 197.85M 59.8MB/s eta 92s " ] }, { @@ -822,7 +828,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.12G 43.0MB/s eta 99s " + "1B5-E0_1-mem-ctx-8k 3%[ ] 198.49M 55.4MB/s eta 92s " ] }, { @@ -830,7 +836,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 19%[==> ] 1.12G 39.4MB/s eta 99s " + "B5-E0_1-mem-ctx-8k. 3%[ ] 213.62M 55.5MB/s eta 92s " ] }, { @@ -838,7 +844,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 20%[===> ] 1.13G 41.5MB/s eta 99s " + "5-E0_1-mem-ctx-8k.p 4%[ ] 243.63M 59.3MB/s eta 93s " ] }, { @@ -846,7 +852,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 20%[===> ] 1.15G 40.3MB/s eta 99s " + "-E0_1-mem-ctx-8k.pt 4%[ ] 256.89M 58.3MB/s eta 93s " ] }, { @@ -854,7 +860,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 20%[===> ] 1.16G 39.5MB/s eta 99s " + "E0_1-mem-ctx-8k.pth 4%[ ] 259.40M 56.3MB/s eta 93s " ] }, { @@ -862,7 +868,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 20%[===> ] 1.17G 38.3MB/s eta 99s " + "0_1-mem-ctx-8k.pth 4%[ ] 274.52M 58.9MB/s eta 93s " ] }, { @@ -870,7 +876,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 20%[===> ] 1.18G 40.2MB/s eta 99s " + "_1-mem-ctx-8k.pth 5%[> ] 289.40M 58.6MB/s eta 93s " ] }, { @@ -878,7 +884,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 21%[===> ] 1.19G 40.4MB/s eta 99s " + "1-mem-ctx-8k.pth 5%[> ] 304.66M 59.7MB/s eta 94s " ] }, { @@ -886,7 +892,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 21%[===> ] 1.21G 39.5MB/s eta 98s " + "-mem-ctx-8k.pth 5%[> ] 320.43M 59.6MB/s eta 94s " ] }, { @@ -894,7 +900,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 21%[===> ] 1.22G 41.4MB/s eta 98s " + "mem-ctx-8k.pth 5%[> ] 328.90M 58.2MB/s eta 94s " ] }, { @@ -902,7 +908,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 21%[===> ] 1.24G 41.9MB/s eta 98s " + "em-ctx-8k.pth 6%[> ] 350.44M 62.2MB/s eta 94s " ] }, { @@ -910,7 +916,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 22%[===> ] 1.25G 42.6MB/s eta 98s " + "m-ctx-8k.pth 6%[> ] 365.70M 60.4MB/s eta 92s " ] }, { @@ -918,7 +924,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 22%[===> ] 1.27G 44.5MB/s eta 96s " + "-ctx-8k.pth 6%[> ] 378.57M 59.1MB/s eta 92s " ] }, { @@ -926,7 +932,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 22%[===> ] 1.28G 43.6MB/s eta 96s " + "ctx-8k.pth 6%[> ] 381.47M 56.2MB/s eta 92s " ] }, { @@ -934,7 +940,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 22%[===> ] 1.29G 46.3MB/s eta 96s " + "tx-8k.pth 6%[> ] 396.73M 54.2MB/s eta 92s " ] }, { @@ -942,7 +948,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.30G 45.9MB/s eta 96s " + "x-8k.pth 7%[> ] 412.11M 57.5MB/s eta 92s " ] }, { @@ -950,7 +956,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.30G 44.5MB/s eta 96s " + "-8k.pth 7%[> ] 429.56M 60.0MB/s eta 92s " ] }, { @@ -958,7 +964,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.31G 44.9MB/s eta 96s " + "8k.pth 7%[> ] 442.51M 60.2MB/s eta 92s " ] }, { @@ -966,7 +972,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.31G 39.0MB/s eta 96s " + "k.pth 7%[> ] 455.93M 58.7MB/s eta 92s " ] }, { @@ -974,7 +980,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.31G 38.1MB/s eta 96s " + ".pth 7%[> ] 459.83M 55.8MB/s eta 92s " ] }, { @@ -982,7 +988,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.33G 38.3MB/s eta 98s " + "pth 8%[> ] 473.02M 53.8MB/s eta 92s " ] }, { @@ -990,7 +996,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 23%[===> ] 1.34G 38.9MB/s eta 98s " + "th 8%[> ] 488.28M 56.0MB/s eta 94s " ] }, { @@ -998,7 +1004,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 24%[===> ] 1.37G 41.1MB/s eta 98s " + "h 8%[> ] 503.54M 55.2MB/s eta 94s " ] }, { @@ -1006,7 +1012,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 24%[===> ] 1.37G 39.7MB/s eta 98s " + " 9%[> ] 524.76M 56.2MB/s eta 94s " ] }, { @@ -1014,7 +1020,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 24%[===> ] 1.39G 39.7MB/s eta 96s " + " E 9%[> ] 548.80M 61.4MB/s eta 94s " ] }, { @@ -1022,7 +1028,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 24%[===> ] 1.40G 38.1MB/s eta 96s " + " EW 9%[> ] 557.00M 58.1MB/s eta 94s " ] }, { @@ -1030,7 +1036,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 25%[====> ] 1.42G 37.7MB/s eta 96s " + " EWR 9%[> ] 564.84M 58.3MB/s eta 90s " ] }, { @@ -1038,7 +1044,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 25%[====> ] 1.43G 36.2MB/s eta 95s " + " EWR- 10%[=> ] 580.87M 58.5MB/s eta 90s " ] }, { @@ -1046,7 +1052,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 25%[====> ] 1.44G 38.6MB/s eta 95s " + " EWR-1 10%[=> ] 595.69M 57.2MB/s eta 90s " ] }, { @@ -1054,7 +1060,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 25%[====> ] 1.45G 35.3MB/s eta 95s " + " EWR-1B 10%[=> ] 608.90M 59.8MB/s eta 90s " ] }, { @@ -1062,7 +1068,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 25%[====> ] 1.46G 37.0MB/s eta 95s " + " EWR-1B5 10%[=> ] 621.86M 58.7MB/s eta 90s " ] }, { @@ -1070,7 +1076,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.47G 39.6MB/s eta 94s " + " EWR-1B5- 11%[=> ] 640.87M 62.3MB/s eta 87s " ] }, { @@ -1078,7 +1084,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.48G 40.5MB/s eta 94s " + " EWR-1B5-E 11%[=> ] 656.13M 61.3MB/s eta 87s " ] }, { @@ -1086,7 +1092,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.49G 41.8MB/s eta 94s " + " EWR-1B5-E0 11%[=> ] 671.38M 61.1MB/s eta 87s " ] }, { @@ -1094,7 +1100,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.50G 44.1MB/s eta 94s " + " EWR-1B5-E0_ 11%[=> ] 686.13M 61.7MB/s eta 87s " ] }, { @@ -1102,7 +1108,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.51G 45.6MB/s eta 94s " + " EWR-1B5-E0_1 12%[=> ] 700.08M 62.2MB/s eta 87s " ] }, { @@ -1110,7 +1116,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 26%[====> ] 1.52G 45.4MB/s eta 93s " + " EWR-1B5-E0_1- 12%[=> ] 716.64M 61.7MB/s eta 87s " ] }, { @@ -1118,7 +1124,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 27%[====> ] 1.53G 44.7MB/s eta 93s " + " EWR-1B5-E0_1-m 12%[=> ] 732.42M 63.1MB/s eta 87s " ] }, { @@ -1126,7 +1132,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 27%[====> ] 1.54G 41.4MB/s eta 93s " + " EWR-1B5-E0_1-me 12%[=> ] 748.05M 62.9MB/s eta 87s " ] }, { @@ -1134,7 +1140,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 27%[====> ] 1.55G 40.4MB/s eta 93s " + " EWR-1B5-E0_1-mem 13%[=> ] 762.94M 62.3MB/s eta 87s " ] }, { @@ -1142,7 +1148,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 27%[====> ] 1.56G 40.5MB/s eta 93s " + " EWR-1B5-E0_1-mem- 13%[=> ] 778.20M 61.8MB/s eta 85s " ] }, { @@ -1150,7 +1156,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 28%[====> ] 1.59G 44.7MB/s eta 91s " + " EWR-1B5-E0_1-mem-c 13%[=> ] 805.10M 65.5MB/s eta 85s " ] }, { @@ -1158,7 +1164,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 28%[====> ] 1.59G 44.2MB/s eta 91s " + "EWR-1B5-E0_1-mem-ct 13%[=> ] 808.71M 63.9MB/s eta 85s " ] }, { @@ -1166,7 +1172,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 28%[====> ] 1.60G 43.1MB/s eta 91s " + "WR-1B5-E0_1-mem-ctx 14%[=> ] 823.46M 63.6MB/s eta 85s " ] }, { @@ -1174,7 +1180,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 28%[====> ] 1.61G 43.4MB/s eta 91s " + "R-1B5-E0_1-mem-ctx- 14%[=> ] 838.71M 62.6MB/s eta 85s " ] }, { @@ -1182,7 +1188,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 28%[====> ] 1.62G 45.2MB/s eta 91s " + "-1B5-E0_1-mem-ctx-8 14%[=> ] 854.49M 63.7MB/s eta 83s " ] }, { @@ -1190,7 +1196,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.64G 46.1MB/s eta 90s " + "1B5-E0_1-mem-ctx-8k 14%[=> ] 863.43M 58.8MB/s eta 83s " ] }, { @@ -1198,7 +1204,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.65G 45.3MB/s eta 90s " + "B5-E0_1-mem-ctx-8k. 15%[==> ] 869.75M 59.2MB/s eta 83s " ] }, { @@ -1206,7 +1212,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.65G 42.5MB/s eta 90s " + "5-E0_1-mem-ctx-8k.p 15%[==> ] 895.53M 61.7MB/s eta 83s " ] }, { @@ -1214,7 +1220,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.66G 41.6MB/s eta 90s " + "-E0_1-mem-ctx-8k.pt 15%[==> ] 912.72M 63.1MB/s eta 83s " ] }, { @@ -1222,7 +1228,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.67G 40.0MB/s eta 90s " + "E0_1-mem-ctx-8k.pth 16%[==> ] 930.27M 64.0MB/s eta 80s " ] }, { @@ -1230,7 +1236,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 29%[====> ] 1.68G 43.1MB/s eta 90s " + "0_1-mem-ctx-8k.pth 16%[==> ] 946.04M 65.8MB/s eta 80s " ] }, { @@ -1238,7 +1244,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 30%[=====> ] 1.70G 42.7MB/s eta 90s " + "_1-mem-ctx-8k.pth 16%[==> ] 976.55M 70.6MB/s eta 80s " ] }, { @@ -1246,7 +1252,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 30%[=====> ] 1.71G 45.1MB/s eta 90s " + "1-mem-ctx-8k.pth 17%[==> ] 991.82M 70.7MB/s eta 80s " ] }, { @@ -1254,7 +1260,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 30%[=====> ] 1.72G 44.8MB/s eta 90s " + "-mem-ctx-8k.pth 17%[==> ] 1007M 69.5MB/s eta 78s " ] }, { @@ -1262,7 +1268,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 30%[=====> ] 1.73G 46.3MB/s eta 89s " + "mem-ctx-8k.pth 17%[==> ] 1013M 67.1MB/s eta 78s " ] }, { @@ -1270,7 +1276,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 30%[=====> ] 1.74G 47.4MB/s eta 89s " + "em-ctx-8k.pth 17%[==> ] 1022M 65.3MB/s eta 78s " ] }, { @@ -1278,7 +1284,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 31%[=====> ] 1.76G 47.1MB/s eta 89s " + "m-ctx-8k.pth 18%[==> ] 1.02G 67.6MB/s eta 78s " ] }, { @@ -1286,7 +1292,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 31%[=====> ] 1.77G 44.3MB/s eta 89s " + "-ctx-8k.pth 18%[==> ] 1.03G 62.7MB/s eta 78s " ] }, { @@ -1294,7 +1300,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 31%[=====> ] 1.79G 46.4MB/s eta 87s " + "ctx-8k.pth 18%[==> ] 1.05G 64.9MB/s eta 77s " ] }, { @@ -1302,7 +1308,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 31%[=====> ] 1.79G 45.9MB/s eta 87s " + "tx-8k.pth 18%[==> ] 1.06G 66.9MB/s eta 77s " ] }, { @@ -1310,7 +1316,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 31%[=====> ] 1.80G 45.3MB/s eta 87s " + "x-8k.pth 18%[==> ] 1.07G 67.2MB/s eta 77s " ] }, { @@ -1318,7 +1324,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.82G 44.6MB/s eta 87s " + "-8k.pth 19%[==> ] 1.08G 63.0MB/s eta 77s " ] }, { @@ -1326,7 +1332,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.82G 43.9MB/s eta 86s " + "8k.pth 19%[==> ] 1.09G 64.2MB/s eta 77s " ] }, { @@ -1334,7 +1340,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.83G 43.5MB/s eta 86s " + "k.pth 19%[==> ] 1.10G 63.7MB/s eta 77s " ] }, { @@ -1342,7 +1348,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.85G 42.9MB/s eta 86s " + ".pth 19%[==> ] 1.12G 62.6MB/s eta 77s " ] }, { @@ -1350,7 +1356,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.86G 45.9MB/s eta 86s " + "pth 20%[===> ] 1.13G 61.6MB/s eta 77s " ] }, { @@ -1358,7 +1364,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 32%[=====> ] 1.86G 46.2MB/s eta 86s " + "th 20%[===> ] 1.15G 61.3MB/s eta 77s " ] }, { @@ -1366,7 +1372,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 33%[=====> ] 1.86G 45.2MB/s eta 86s " + "h 20%[===> ] 1.16G 60.6MB/s eta 77s " ] }, { @@ -1374,7 +1380,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 33%[=====> ] 1.88G 45.5MB/s eta 86s " + " 20%[===> ] 1.18G 58.5MB/s eta 76s " ] }, { @@ -1382,7 +1388,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 33%[=====> ] 1.89G 45.2MB/s eta 86s " + " E 21%[===> ] 1.19G 58.3MB/s eta 76s " ] }, { @@ -1390,7 +1396,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 33%[=====> ] 1.91G 47.1MB/s eta 86s " + " EW 21%[===> ] 1.21G 59.0MB/s eta 76s " ] }, { @@ -1398,7 +1404,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 34%[=====> ] 1.92G 46.0MB/s eta 84s " + " EWR 21%[===> ] 1.22G 58.0MB/s eta 76s " ] }, { @@ -1406,7 +1412,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 34%[=====> ] 1.94G 45.8MB/s eta 84s " + " EWR- 22%[===> ] 1.25G 62.4MB/s eta 76s " ] }, { @@ -1414,7 +1420,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 34%[=====> ] 1.95G 45.3MB/s eta 84s " + " EWR-1 22%[===> ] 1.25G 61.8MB/s eta 74s " ] }, { @@ -1422,7 +1428,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 34%[=====> ] 1.97G 45.7MB/s eta 84s " + " EWR-1B 22%[===> ] 1.27G 59.8MB/s eta 74s " ] }, { @@ -1430,7 +1436,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 35%[======> ] 1.98G 46.2MB/s eta 82s " + " EWR-1B5 22%[===> ] 1.27G 57.5MB/s eta 74s " ] }, { @@ -1438,7 +1444,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 35%[======> ] 1.98G 45.6MB/s eta 82s " + " EWR-1B5- 22%[===> ] 1.28G 58.3MB/s eta 74s " ] }, { @@ -1446,7 +1452,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 35%[======> ] 2.00G 43.6MB/s eta 82s " + " EWR-1B5-E 22%[===> ] 1.30G 58.0MB/s eta 74s " ] }, { @@ -1454,7 +1460,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 35%[======> ] 2.01G 44.9MB/s eta 82s " + " EWR-1B5-E0 23%[===> ] 1.31G 57.3MB/s eta 74s " ] }, { @@ -1462,7 +1468,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 35%[======> ] 2.02G 44.0MB/s eta 82s " + " EWR-1B5-E0_ 23%[===> ] 1.32G 57.0MB/s eta 74s " ] }, { @@ -1470,7 +1476,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 36%[======> ] 2.04G 46.1MB/s eta 82s " + " EWR-1B5-E0_1 23%[===> ] 1.33G 56.8MB/s eta 74s " ] }, { @@ -1478,7 +1484,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 36%[======> ] 2.04G 44.6MB/s eta 82s " + " EWR-1B5-E0_1- 23%[===> ] 1.34G 55.8MB/s eta 74s " ] }, { @@ -1486,7 +1492,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 36%[======> ] 2.06G 46.8MB/s eta 81s " + " EWR-1B5-E0_1-m 23%[===> ] 1.34G 55.4MB/s eta 74s " ] }, { @@ -1494,7 +1500,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 36%[======> ] 2.07G 47.3MB/s eta 81s " + " EWR-1B5-E0_1-me 24%[===> ] 1.36G 56.5MB/s eta 74s " ] }, { @@ -1502,7 +1508,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 36%[======> ] 2.08G 45.3MB/s eta 81s " + " EWR-1B5-E0_1-mem 24%[===> ] 1.37G 54.5MB/s eta 74s " ] }, { @@ -1510,7 +1516,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 37%[======> ] 2.10G 48.0MB/s eta 81s " + " EWR-1B5-E0_1-mem- 24%[===> ] 1.39G 53.5MB/s eta 74s " ] }, { @@ -1518,7 +1524,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 37%[======> ] 2.12G 45.6MB/s eta 80s " + " EWR-1B5-E0_1-mem-c 24%[===> ] 1.40G 52.8MB/s eta 74s " ] }, { @@ -1526,7 +1532,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 37%[======> ] 2.12G 42.9MB/s eta 80s " + "EWR-1B5-E0_1-mem-ct 24%[===> ] 1.40G 49.1MB/s eta 74s " ] }, { @@ -1534,7 +1540,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 37%[======> ] 2.13G 40.2MB/s eta 80s " + "WR-1B5-E0_1-mem-ctx 25%[====> ] 1.42G 49.6MB/s eta 74s " ] }, { @@ -1542,7 +1548,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 37%[======> ] 2.13G 39.4MB/s eta 80s " + "R-1B5-E0_1-mem-ctx- 25%[====> ] 1.43G 50.7MB/s eta 74s " ] }, { @@ -1550,7 +1556,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 38%[======> ] 2.15G 40.5MB/s eta 80s " + "-1B5-E0_1-mem-ctx-8 25%[====> ] 1.45G 51.7MB/s eta 74s " ] }, { @@ -1558,7 +1564,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 38%[======> ] 2.16G 39.9MB/s eta 80s " + "1B5-E0_1-mem-ctx-8k 25%[====> ] 1.47G 51.5MB/s eta 74s " ] }, { @@ -1566,7 +1572,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 38%[======> ] 2.17G 43.0MB/s eta 80s " + "B5-E0_1-mem-ctx-8k. 26%[====> ] 1.47G 52.0MB/s eta 72s " ] }, { @@ -1574,7 +1580,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 38%[======> ] 2.18G 40.1MB/s eta 80s " + "5-E0_1-mem-ctx-8k.p 26%[====> ] 1.49G 55.0MB/s eta 72s " ] }, { @@ -1582,7 +1588,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 38%[======> ] 2.19G 42.6MB/s eta 80s " + "-E0_1-mem-ctx-8k.pt 26%[====> ] 1.50G 53.3MB/s eta 72s " ] }, { @@ -1590,7 +1596,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.21G 44.4MB/s eta 78s " + "E0_1-mem-ctx-8k.pth 26%[====> ] 1.51G 50.7MB/s eta 72s " ] }, { @@ -1598,7 +1604,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.21G 42.6MB/s eta 78s " + "0_1-mem-ctx-8k.pth 27%[====> ] 1.53G 53.3MB/s eta 71s " ] }, { @@ -1606,7 +1612,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.22G 41.0MB/s eta 78s " + "_1-mem-ctx-8k.pth 27%[====> ] 1.54G 53.8MB/s eta 71s " ] }, { @@ -1614,7 +1620,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.23G 42.1MB/s eta 78s " + "1-mem-ctx-8k.pth 27%[====> ] 1.57G 56.2MB/s eta 71s " ] }, { @@ -1622,7 +1628,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.23G 39.8MB/s eta 78s " + "-mem-ctx-8k.pth 27%[====> ] 1.57G 56.5MB/s eta 71s " ] }, { @@ -1630,7 +1636,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.25G 41.5MB/s eta 77s " + "mem-ctx-8k.pth 28%[====> ] 1.59G 56.8MB/s eta 71s " ] }, { @@ -1638,7 +1644,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 39%[======> ] 2.25G 40.6MB/s eta 77s " + "em-ctx-8k.pth 28%[====> ] 1.60G 58.8MB/s eta 70s " ] }, { @@ -1646,7 +1652,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 40%[=======> ] 2.26G 39.0MB/s eta 77s " + "m-ctx-8k.pth 28%[====> ] 1.61G 55.0MB/s eta 70s " ] }, { @@ -1654,7 +1660,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 40%[=======> ] 2.29G 41.8MB/s eta 77s " + "-ctx-8k.pth 28%[====> ] 1.62G 60.7MB/s eta 70s " ] }, { @@ -1662,7 +1668,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 40%[=======> ] 2.31G 48.5MB/s eta 76s " + "ctx-8k.pth 28%[====> ] 1.63G 58.7MB/s eta 70s " ] }, { @@ -1670,7 +1676,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 40%[=======> ] 2.31G 44.5MB/s eta 76s " + "tx-8k.pth 29%[====> ] 1.65G 59.2MB/s eta 70s " ] }, { @@ -1678,7 +1684,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 40%[=======> ] 2.31G 43.3MB/s eta 76s " + "x-8k.pth 29%[====> ] 1.67G 58.5MB/s eta 69s " ] }, { @@ -1686,7 +1692,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 41%[=======> ] 2.32G 40.6MB/s eta 76s " + "-8k.pth 29%[====> ] 1.68G 56.9MB/s eta 69s " ] }, { @@ -1694,7 +1700,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 41%[=======> ] 2.34G 42.9MB/s eta 75s " + "8k.pth 30%[=====> ] 1.70G 59.8MB/s eta 69s " ] }, { @@ -1702,7 +1708,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 41%[=======> ] 2.35G 41.5MB/s eta 75s " + "k.pth 30%[=====> ] 1.71G 59.5MB/s eta 69s " ] }, { @@ -1710,7 +1716,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 41%[=======> ] 2.37G 43.3MB/s eta 75s " + ".pth 30%[=====> ] 1.73G 62.8MB/s eta 69s " ] }, { @@ -1718,7 +1724,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 42%[=======> ] 2.38G 44.3MB/s eta 75s " + "pth 30%[=====> ] 1.75G 64.8MB/s eta 67s " ] }, { @@ -1726,7 +1732,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 42%[=======> ] 2.39G 44.3MB/s eta 75s " + "th 31%[=====> ] 1.76G 62.1MB/s eta 67s " ] }, { @@ -1734,7 +1740,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 42%[=======> ] 2.40G 46.1MB/s eta 74s " + "h 31%[=====> ] 1.77G 62.7MB/s eta 67s " ] }, { @@ -1742,7 +1748,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 42%[=======> ] 2.41G 45.2MB/s eta 74s " + " 31%[=====> ] 1.79G 59.0MB/s eta 67s " ] }, { @@ -1750,7 +1756,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 43%[=======> ] 2.43G 46.5MB/s eta 74s " + " E 31%[=====> ] 1.79G 56.4MB/s eta 67s " ] }, { @@ -1758,7 +1764,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 43%[=======> ] 2.44G 49.4MB/s eta 74s " + " EW 31%[=====> ] 1.80G 59.3MB/s eta 67s " ] }, { @@ -1766,7 +1772,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 43%[=======> ] 2.45G 46.9MB/s eta 73s " + " EWR 32%[=====> ] 1.82G 59.8MB/s eta 67s " ] }, { @@ -1774,7 +1780,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 43%[=======> ] 2.46G 45.0MB/s eta 73s " + " EWR- 32%[=====> ] 1.83G 61.9MB/s eta 67s " ] }, { @@ -1782,7 +1788,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 43%[=======> ] 2.47G 43.5MB/s eta 73s " + " EWR-1 32%[=====> ] 1.85G 60.6MB/s eta 67s " ] }, { @@ -1790,7 +1796,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 44%[=======> ] 2.49G 43.9MB/s eta 72s " + " EWR-1B 33%[=====> ] 1.86G 60.1MB/s eta 66s " ] }, { @@ -1798,7 +1804,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 44%[=======> ] 2.50G 47.7MB/s eta 72s " + " EWR-1B5 33%[=====> ] 1.88G 61.6MB/s eta 66s " ] }, { @@ -1806,7 +1812,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 44%[=======> ] 2.51G 46.2MB/s eta 72s " + " EWR-1B5- 33%[=====> ] 1.88G 60.3MB/s eta 66s " ] }, { @@ -1814,7 +1820,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 44%[=======> ] 2.52G 46.1MB/s eta 72s " + " EWR-1B5-E 33%[=====> ] 1.90G 60.8MB/s eta 66s " ] }, { @@ -1822,7 +1828,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 44%[=======> ] 2.53G 45.3MB/s eta 71s " + " EWR-1B5-E0 33%[=====> ] 1.91G 59.2MB/s eta 66s " ] }, { @@ -1830,7 +1836,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 45%[========> ] 2.55G 45.5MB/s eta 71s " + " EWR-1B5-E0_ 34%[=====> ] 1.93G 59.0MB/s eta 64s " ] }, { @@ -1838,7 +1844,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 45%[========> ] 2.56G 46.1MB/s eta 71s " + " EWR-1B5-E0_1 34%[=====> ] 1.94G 61.9MB/s eta 64s " ] }, { @@ -1846,7 +1852,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 45%[========> ] 2.56G 44.2MB/s eta 71s " + " EWR-1B5-E0_1- 34%[=====> ] 1.97G 61.8MB/s eta 64s " ] }, { @@ -1854,7 +1860,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 45%[========> ] 2.58G 44.9MB/s eta 70s " + " EWR-1B5-E0_1-m 35%[======> ] 1.98G 59.1MB/s eta 64s " ] }, { @@ -1862,7 +1868,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.60G 47.1MB/s eta 70s " + " EWR-1B5-E0_1-me 35%[======> ] 2.00G 57.4MB/s eta 63s " ] }, { @@ -1870,7 +1876,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.61G 46.3MB/s eta 70s " + " EWR-1B5-E0_1-mem 35%[======> ] 2.01G 58.6MB/s eta 63s " ] }, { @@ -1878,7 +1884,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.62G 47.3MB/s eta 70s " + " EWR-1B5-E0_1-mem- 35%[======> ] 2.03G 60.6MB/s eta 63s " ] }, { @@ -1886,7 +1892,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.64G 48.2MB/s eta 70s " + " EWR-1B5-E0_1-mem-c 36%[======> ] 2.05G 62.3MB/s eta 63s " ] }, { @@ -1894,7 +1900,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.64G 46.1MB/s eta 68s " + "EWR-1B5-E0_1-mem-ct 36%[======> ] 2.06G 60.9MB/s eta 63s " ] }, { @@ -1902,7 +1908,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 46%[========> ] 2.65G 47.2MB/s eta 68s " + "WR-1B5-E0_1-mem-ctx 36%[======> ] 2.08G 63.2MB/s eta 61s " ] }, { @@ -1910,7 +1916,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 47%[========> ] 2.67G 46.0MB/s eta 68s " + "R-1B5-E0_1-mem-ctx- 36%[======> ] 2.09G 64.8MB/s eta 61s " ] }, { @@ -1918,7 +1924,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 47%[========> ] 2.68G 47.8MB/s eta 68s " + "-1B5-E0_1-mem-ctx-8 37%[======> ] 2.10G 63.8MB/s eta 61s " ] }, { @@ -1926,7 +1932,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 47%[========> ] 2.70G 50.3MB/s eta 67s " + "1B5-E0_1-mem-ctx-8k 37%[======> ] 2.12G 64.0MB/s eta 61s " ] }, { @@ -1934,7 +1940,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 48%[========> ] 2.71G 50.5MB/s eta 67s " + "B5-E0_1-mem-ctx-8k. 37%[======> ] 2.13G 64.6MB/s eta 60s " ] }, { @@ -1942,7 +1948,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 48%[========> ] 2.73G 50.5MB/s eta 67s " + "5-E0_1-mem-ctx-8k.p 38%[======> ] 2.15G 64.6MB/s eta 60s " ] }, { @@ -1950,7 +1956,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 48%[========> ] 2.74G 53.0MB/s eta 67s " + "-E0_1-mem-ctx-8k.pt 38%[======> ] 2.16G 63.1MB/s eta 60s " ] }, { @@ -1958,7 +1964,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 48%[========> ] 2.76G 50.7MB/s eta 65s " + "E0_1-mem-ctx-8k.pth 38%[======> ] 2.17G 63.0MB/s eta 60s " ] }, { @@ -1966,7 +1972,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.77G 49.9MB/s eta 65s " + "0_1-mem-ctx-8k.pth 38%[======> ] 2.17G 59.8MB/s eta 60s " ] }, { @@ -1974,7 +1980,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.77G 51.3MB/s eta 65s " + "_1-mem-ctx-8k.pth 38%[======> ] 2.19G 58.1MB/s eta 60s " ] }, { @@ -1982,7 +1988,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.78G 51.3MB/s eta 65s " + "1-mem-ctx-8k.pth 39%[======> ] 2.21G 56.9MB/s eta 60s " ] }, { @@ -1990,7 +1996,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.79G 48.2MB/s eta 65s " + "-mem-ctx-8k.pth 39%[======> ] 2.22G 59.8MB/s eta 60s " ] }, { @@ -1998,7 +2004,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.80G 48.2MB/s eta 64s " + "mem-ctx-8k.pth 39%[======> ] 2.24G 62.8MB/s eta 60s " ] }, { @@ -2006,7 +2012,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 49%[========> ] 2.82G 48.0MB/s eta 64s " + "em-ctx-8k.pth 39%[======> ] 2.25G 60.7MB/s eta 60s " ] }, { @@ -2014,7 +2020,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.83G 48.5MB/s eta 64s " + "m-ctx-8k.pth 40%[=======> ] 2.26G 63.2MB/s eta 58s " ] }, { @@ -2022,7 +2028,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.85G 48.2MB/s eta 64s " + "-ctx-8k.pth 40%[=======> ] 2.28G 63.0MB/s eta 58s " ] }, { @@ -2030,7 +2036,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.86G 48.4MB/s eta 63s " + "ctx-8k.pth 40%[=======> ] 2.31G 64.9MB/s eta 58s " ] }, { @@ -2038,7 +2044,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.86G 44.2MB/s eta 63s " + "tx-8k.pth 41%[=======> ] 2.32G 63.9MB/s eta 58s " ] }, { @@ -2046,7 +2052,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.87G 44.1MB/s eta 63s " + "x-8k.pth 41%[=======> ] 2.33G 63.3MB/s eta 58s " ] }, { @@ -2054,7 +2060,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 50%[=========> ] 2.88G 43.8MB/s eta 63s " + "-8k.pth 41%[=======> ] 2.34G 62.2MB/s eta 57s " ] }, { @@ -2062,7 +2068,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 51%[=========> ] 2.89G 42.9MB/s eta 63s " + "8k.pth 41%[=======> ] 2.35G 60.1MB/s eta 57s " ] }, { @@ -2070,7 +2076,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 51%[=========> ] 2.90G 44.6MB/s eta 62s " + "k.pth 42%[=======> ] 2.37G 64.0MB/s eta 57s " ] }, { @@ -2078,7 +2084,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 51%[=========> ] 2.91G 40.1MB/s eta 62s " + ".pth 42%[=======> ] 2.38G 63.1MB/s eta 57s " ] }, { @@ -2086,7 +2092,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 51%[=========> ] 2.92G 43.4MB/s eta 62s " + "pth 42%[=======> ] 2.40G 63.1MB/s eta 56s " ] }, { @@ -2094,7 +2100,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.93G 44.2MB/s eta 62s " + "th 42%[=======> ] 2.41G 62.3MB/s eta 56s " ] }, { @@ -2102,7 +2108,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.94G 45.0MB/s eta 61s " + "h 42%[=======> ] 2.41G 61.0MB/s eta 56s " ] }, { @@ -2110,7 +2116,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.95G 39.8MB/s eta 61s " + " 42%[=======> ] 2.42G 61.6MB/s eta 56s " ] }, { @@ -2118,7 +2124,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.96G 37.8MB/s eta 61s " + " E 43%[=======> ] 2.43G 58.4MB/s eta 56s " ] }, { @@ -2126,7 +2132,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.96G 38.6MB/s eta 61s " + " EW 43%[=======> ] 2.44G 57.0MB/s eta 55s " ] }, { @@ -2134,7 +2140,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.98G 37.8MB/s eta 61s " + " EWR 43%[=======> ] 2.46G 55.1MB/s eta 55s " ] }, { @@ -2142,7 +2148,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 52%[=========> ] 2.98G 37.4MB/s eta 61s " + " EWR- 43%[=======> ] 2.47G 54.6MB/s eta 55s " ] }, { @@ -2150,7 +2156,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.00G 35.8MB/s eta 61s " + " EWR-1 44%[=======> ] 2.49G 55.4MB/s eta 55s " ] }, { @@ -2158,7 +2164,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.00G 34.2MB/s eta 61s " + " EWR-1B 44%[=======> ] 2.51G 54.5MB/s eta 54s " ] }, { @@ -2166,7 +2172,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.01G 37.1MB/s eta 61s " + " EWR-1B5 44%[=======> ] 2.52G 52.9MB/s eta 54s " ] }, { @@ -2174,7 +2180,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.02G 38.2MB/s eta 60s " + " EWR-1B5- 44%[=======> ] 2.53G 52.0MB/s eta 54s " ] }, { @@ -2182,7 +2188,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.03G 39.9MB/s eta 60s " + " EWR-1B5-E 45%[========> ] 2.55G 54.1MB/s eta 54s " ] }, { @@ -2190,7 +2196,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 53%[=========> ] 3.04G 37.5MB/s eta 60s " + " EWR-1B5-E0 45%[========> ] 2.56G 54.3MB/s eta 53s " ] }, { @@ -2198,7 +2204,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 54%[=========> ] 3.05G 40.4MB/s eta 60s " + " EWR-1B5-E0_ 45%[========> ] 2.58G 54.2MB/s eta 53s " ] }, { @@ -2206,7 +2212,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 54%[=========> ] 3.06G 40.4MB/s eta 60s " + " EWR-1B5-E0_1 45%[========> ] 2.59G 53.5MB/s eta 53s " ] }, { @@ -2214,7 +2220,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 54%[=========> ] 3.07G 41.2MB/s eta 59s " + " EWR-1B5-E0_1- 46%[========> ] 2.61G 55.1MB/s eta 53s " ] }, { @@ -2222,7 +2228,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 54%[=========> ] 3.08G 39.5MB/s eta 59s " + " EWR-1B5-E0_1-m 46%[========> ] 2.62G 54.6MB/s eta 52s " ] }, { @@ -2230,7 +2236,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 54%[=========> ] 3.10G 41.3MB/s eta 59s " + " EWR-1B5-E0_1-me 46%[========> ] 2.64G 57.2MB/s eta 52s " ] }, { @@ -2238,7 +2244,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 55%[==========> ] 3.11G 41.4MB/s eta 59s " + " EWR-1B5-E0_1-mem 46%[========> ] 2.65G 56.7MB/s eta 52s " ] }, { @@ -2246,7 +2252,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 55%[==========> ] 3.13G 41.8MB/s eta 57s " + " EWR-1B5-E0_1-mem- 47%[========> ] 2.67G 56.7MB/s eta 52s " ] }, { @@ -2254,7 +2260,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 55%[==========> ] 3.14G 44.4MB/s eta 57s " + " EWR-1B5-E0_1-mem-c 47%[========> ] 2.67G 54.0MB/s eta 52s " ] }, { @@ -2262,7 +2268,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 55%[==========> ] 3.16G 46.2MB/s eta 57s " + "EWR-1B5-E0_1-mem-ct 47%[========> ] 2.68G 54.5MB/s eta 52s " ] }, { @@ -2270,7 +2276,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 56%[==========> ] 3.17G 47.9MB/s eta 57s " + "WR-1B5-E0_1-mem-ctx 47%[========> ] 2.70G 55.3MB/s eta 52s " ] }, { @@ -2278,7 +2284,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 56%[==========> ] 3.19G 48.7MB/s eta 57s " + "R-1B5-E0_1-mem-ctx- 48%[========> ] 2.71G 54.9MB/s eta 52s " ] }, { @@ -2286,7 +2292,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 56%[==========> ] 3.20G 50.1MB/s eta 55s " + "-1B5-E0_1-mem-ctx-8 48%[========> ] 2.73G 55.6MB/s eta 52s " ] }, { @@ -2294,7 +2300,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 56%[==========> ] 3.21G 52.3MB/s eta 55s " + "1B5-E0_1-mem-ctx-8k 48%[========> ] 2.75G 57.7MB/s eta 50s " ] }, { @@ -2302,7 +2308,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 57%[==========> ] 3.23G 54.4MB/s eta 55s " + "B5-E0_1-mem-ctx-8k. 49%[========> ] 2.77G 60.1MB/s eta 50s " ] }, { @@ -2310,7 +2316,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 57%[==========> ] 3.23G 52.9MB/s eta 55s " + "5-E0_1-mem-ctx-8k.p 49%[========> ] 2.79G 62.6MB/s eta 50s " ] }, { @@ -2318,7 +2324,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 57%[==========> ] 3.25G 52.5MB/s eta 55s " + "-E0_1-mem-ctx-8k.pt 49%[========> ] 2.80G 62.1MB/s eta 50s " ] }, { @@ -2326,7 +2332,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 57%[==========> ] 3.26G 53.8MB/s eta 54s " + "E0_1-mem-ctx-8k.pth 49%[========> ] 2.81G 60.5MB/s eta 50s " ] }, { @@ -2334,7 +2340,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 58%[==========> ] 3.28G 54.6MB/s eta 54s " + "0_1-mem-ctx-8k.pth 50%[=========> ] 2.83G 59.2MB/s eta 49s " ] }, { @@ -2342,7 +2348,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 58%[==========> ] 3.29G 56.2MB/s eta 54s " + "_1-mem-ctx-8k.pth 50%[=========> ] 2.85G 58.6MB/s eta 49s " ] }, { @@ -2350,7 +2356,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 58%[==========> ] 3.30G 56.0MB/s eta 54s " + "1-mem-ctx-8k.pth 50%[=========> ] 2.86G 59.7MB/s eta 49s " ] }, { @@ -2358,7 +2364,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 58%[==========> ] 3.31G 55.1MB/s eta 54s " + "-mem-ctx-8k.pth 50%[=========> ] 2.88G 60.7MB/s eta 49s " ] }, { @@ -2366,7 +2372,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 58%[==========> ] 3.32G 54.4MB/s eta 52s " + "mem-ctx-8k.pth 51%[=========> ] 2.89G 62.7MB/s eta 49s " ] }, { @@ -2374,7 +2380,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.34G 53.6MB/s eta 52s " + "em-ctx-8k.pth 51%[=========> ] 2.90G 62.6MB/s eta 47s " ] }, { @@ -2382,7 +2388,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.35G 56.0MB/s eta 52s " + "m-ctx-8k.pth 51%[=========> ] 2.92G 63.8MB/s eta 47s " ] }, { @@ -2390,7 +2396,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.37G 56.2MB/s eta 52s " + "-ctx-8k.pth 52%[=========> ] 2.94G 69.4MB/s eta 47s " ] }, { @@ -2398,7 +2404,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.37G 52.1MB/s eta 51s " + "ctx-8k.pth 52%[=========> ] 2.95G 67.2MB/s eta 47s " ] }, { @@ -2406,7 +2412,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.38G 54.2MB/s eta 51s " + "tx-8k.pth 52%[=========> ] 2.96G 66.9MB/s eta 47s " ] }, { @@ -2414,7 +2420,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 59%[==========> ] 3.38G 50.2MB/s eta 51s " + "x-8k.pth 52%[=========> ] 2.98G 67.4MB/s eta 46s " ] }, { @@ -2422,7 +2428,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 60%[===========> ] 3.40G 48.0MB/s eta 51s " + "-8k.pth 53%[=========> ] 3.00G 66.6MB/s eta 46s " ] }, { @@ -2430,7 +2436,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 60%[===========> ] 3.41G 47.9MB/s eta 50s " + "8k.pth 53%[=========> ] 3.01G 64.8MB/s eta 46s " ] }, { @@ -2438,7 +2444,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 60%[===========> ] 3.43G 47.6MB/s eta 50s " + "k.pth 53%[=========> ] 3.02G 61.8MB/s eta 46s " ] }, { @@ -2446,7 +2452,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 60%[===========> ] 3.43G 44.6MB/s eta 50s " + ".pth 53%[=========> ] 3.02G 58.7MB/s eta 45s " ] }, { @@ -2454,7 +2460,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 60%[===========> ] 3.44G 43.0MB/s eta 50s " + "pth 53%[=========> ] 3.04G 59.3MB/s eta 45s " ] }, { @@ -2462,7 +2468,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 61%[===========> ] 3.46G 43.8MB/s eta 49s " + "th 54%[=========> ] 3.05G 58.1MB/s eta 45s " ] }, { @@ -2470,7 +2476,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 61%[===========> ] 3.47G 45.6MB/s eta 49s " + "h 54%[=========> ] 3.07G 57.3MB/s eta 45s " ] }, { @@ -2478,7 +2484,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 61%[===========> ] 3.47G 43.9MB/s eta 49s " + " 54%[=========> ] 3.08G 57.6MB/s eta 44s " ] }, { @@ -2486,7 +2492,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 61%[===========> ] 3.49G 43.4MB/s eta 49s " + " E 55%[==========> ] 3.11G 59.3MB/s eta 44s " ] }, { @@ -2494,7 +2500,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 61%[===========> ] 3.49G 39.3MB/s eta 49s " + " EW 55%[==========> ] 3.11G 59.0MB/s eta 44s " ] }, { @@ -2502,7 +2508,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 62%[===========> ] 3.50G 42.4MB/s eta 48s " + " EWR 55%[==========> ] 3.14G 61.7MB/s eta 44s " ] }, { @@ -2510,7 +2516,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 62%[===========> ] 3.52G 39.4MB/s eta 48s " + " EWR- 55%[==========> ] 3.14G 61.5MB/s eta 44s " ] }, { @@ -2518,7 +2524,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 62%[===========> ] 3.53G 41.6MB/s eta 48s " + " EWR-1 55%[==========> ] 3.15G 58.4MB/s eta 43s " ] }, { @@ -2526,7 +2532,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 62%[===========> ] 3.55G 42.1MB/s eta 48s " + " EWR-1B 56%[==========> ] 3.17G 59.0MB/s eta 43s " ] }, { @@ -2534,7 +2540,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.56G 45.4MB/s eta 47s " + " EWR-1B5 56%[==========> ] 3.19G 58.9MB/s eta 43s " ] }, { @@ -2542,7 +2548,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.58G 47.9MB/s eta 47s " + " EWR-1B5- 56%[==========> ] 3.20G 59.0MB/s eta 43s " ] }, { @@ -2550,7 +2556,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.58G 43.9MB/s eta 47s " + " EWR-1B5-E 56%[==========> ] 3.21G 57.7MB/s eta 43s " ] }, { @@ -2558,7 +2564,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.59G 47.3MB/s eta 47s " + " EWR-1B5-E0 57%[==========> ] 3.22G 57.2MB/s eta 42s " ] }, { @@ -2566,7 +2572,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.60G 45.5MB/s eta 46s " + " EWR-1B5-E0_ 57%[==========> ] 3.23G 56.4MB/s eta 42s " ] }, { @@ -2574,7 +2580,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 63%[===========> ] 3.61G 43.0MB/s eta 46s " + " EWR-1B5-E0_1 57%[==========> ] 3.25G 59.6MB/s eta 42s " ] }, { @@ -2582,7 +2588,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 64%[===========> ] 3.62G 44.2MB/s eta 46s " + " EWR-1B5-E0_1- 57%[==========> ] 3.26G 59.3MB/s eta 42s " ] }, { @@ -2590,7 +2596,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 64%[===========> ] 3.64G 43.5MB/s eta 46s " + " EWR-1B5-E0_1-m 58%[==========> ] 3.28G 58.9MB/s eta 41s " ] }, { @@ -2598,7 +2604,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 64%[===========> ] 3.65G 45.0MB/s eta 45s " + " EWR-1B5-E0_1-me 58%[==========> ] 3.29G 60.7MB/s eta 41s " ] }, { @@ -2606,7 +2612,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 64%[===========> ] 3.67G 44.2MB/s eta 45s " + " EWR-1B5-E0_1-mem 58%[==========> ] 3.31G 59.8MB/s eta 41s " ] }, { @@ -2614,7 +2620,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 65%[============> ] 3.68G 48.1MB/s eta 45s " + " EWR-1B5-E0_1-mem- 58%[==========> ] 3.32G 57.6MB/s eta 41s " ] }, { @@ -2622,7 +2628,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 65%[============> ] 3.69G 47.1MB/s eta 45s " + " EWR-1B5-E0_1-mem-c 59%[==========> ] 3.34G 54.6MB/s eta 40s " ] }, { @@ -2630,7 +2636,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 65%[============> ] 3.71G 46.2MB/s eta 44s " + "EWR-1B5-E0_1-mem-ct 59%[==========> ] 3.35G 56.0MB/s eta 40s " ] }, { @@ -2638,7 +2644,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 65%[============> ] 3.72G 49.3MB/s eta 44s " + "WR-1B5-E0_1-mem-ctx 59%[==========> ] 3.37G 56.1MB/s eta 40s " ] }, { @@ -2646,7 +2652,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 66%[============> ] 3.72G 43.7MB/s eta 44s " + "R-1B5-E0_1-mem-ctx- 59%[==========> ] 3.38G 56.4MB/s eta 40s " ] }, { @@ -2654,7 +2660,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 66%[============> ] 3.74G 42.6MB/s eta 44s " + "-1B5-E0_1-mem-ctx-8 60%[===========> ] 3.40G 55.8MB/s eta 39s " ] }, { @@ -2662,7 +2668,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 66%[============> ] 3.75G 43.8MB/s eta 43s " + "1B5-E0_1-mem-ctx-8k 60%[===========> ] 3.41G 57.9MB/s eta 39s " ] }, { @@ -2670,7 +2676,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 66%[============> ] 3.76G 46.0MB/s eta 43s " + "B5-E0_1-mem-ctx-8k. 60%[===========> ] 3.42G 58.1MB/s eta 39s " ] }, { @@ -2678,7 +2684,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 66%[============> ] 3.77G 45.6MB/s eta 43s " + "5-E0_1-mem-ctx-8k.p 60%[===========> ] 3.43G 57.3MB/s eta 39s " ] }, { @@ -2686,7 +2692,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 67%[============> ] 3.79G 48.9MB/s eta 43s " + "-E0_1-mem-ctx-8k.pt 61%[===========> ] 3.45G 60.7MB/s eta 39s " ] }, { @@ -2694,7 +2700,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 67%[============> ] 3.80G 49.8MB/s eta 43s " + "E0_1-mem-ctx-8k.pth 61%[===========> ] 3.46G 61.2MB/s eta 38s " ] }, { @@ -2702,7 +2708,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 67%[============> ] 3.81G 50.5MB/s eta 41s " + "0_1-mem-ctx-8k.pth 61%[===========> ] 3.47G 58.5MB/s eta 38s " ] }, { @@ -2710,7 +2716,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 67%[============> ] 3.81G 48.8MB/s eta 41s " + "_1-mem-ctx-8k.pth 61%[===========> ] 3.49G 61.9MB/s eta 38s " ] }, { @@ -2718,7 +2724,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 67%[============> ] 3.83G 47.3MB/s eta 41s " + "1-mem-ctx-8k.pth 62%[===========> ] 3.50G 59.6MB/s eta 38s " ] }, { @@ -2726,7 +2732,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 68%[============> ] 3.85G 49.0MB/s eta 41s " + "-mem-ctx-8k.pth 62%[===========> ] 3.51G 59.7MB/s eta 38s " ] }, { @@ -2734,7 +2740,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 68%[============> ] 3.86G 48.2MB/s eta 40s " + "mem-ctx-8k.pth 62%[===========> ] 3.52G 58.4MB/s eta 37s " ] }, { @@ -2742,7 +2748,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 68%[============> ] 3.87G 46.7MB/s eta 40s " + "em-ctx-8k.pth 62%[===========> ] 3.55G 58.3MB/s eta 37s " ] }, { @@ -2750,7 +2756,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 68%[============> ] 3.89G 47.1MB/s eta 40s " + "m-ctx-8k.pth 63%[===========> ] 3.56G 58.9MB/s eta 37s " ] }, { @@ -2758,7 +2764,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.90G 46.8MB/s eta 40s " + "-ctx-8k.pth 63%[===========> ] 3.58G 61.0MB/s eta 37s " ] }, { @@ -2766,7 +2772,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.91G 44.9MB/s eta 39s " + "ctx-8k.pth 63%[===========> ] 3.59G 59.7MB/s eta 35s " ] }, { @@ -2774,7 +2780,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.93G 49.0MB/s eta 39s " + "tx-8k.pth 63%[===========> ] 3.61G 62.3MB/s eta 35s " ] }, { @@ -2782,7 +2788,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.93G 46.4MB/s eta 39s " + "x-8k.pth 64%[===========> ] 3.62G 61.7MB/s eta 35s " ] }, { @@ -2790,7 +2796,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.94G 43.3MB/s eta 39s " + "-8k.pth 64%[===========> ] 3.65G 64.8MB/s eta 35s " ] }, { @@ -2798,7 +2804,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 69%[============> ] 3.95G 43.9MB/s eta 38s " + "8k.pth 64%[===========> ] 3.65G 64.6MB/s eta 35s " ] }, { @@ -2806,7 +2812,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 70%[=============> ] 3.96G 43.9MB/s eta 38s " + "k.pth 64%[===========> ] 3.66G 60.3MB/s eta 34s " ] }, { @@ -2814,7 +2820,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 70%[=============> ] 3.98G 44.2MB/s eta 38s " + ".pth 65%[============> ] 3.67G 61.6MB/s eta 34s " ] }, { @@ -2822,7 +2828,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 70%[=============> ] 3.99G 43.2MB/s eta 38s " + "pth 65%[============> ] 3.68G 60.6MB/s eta 34s " ] }, { @@ -2830,7 +2836,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 71%[=============> ] 4.01G 45.9MB/s eta 37s " + "th 65%[============> ] 3.70G 61.4MB/s eta 34s " ] }, { @@ -2838,7 +2844,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 71%[=============> ] 4.02G 46.5MB/s eta 37s " + "h 65%[============> ] 3.71G 60.5MB/s eta 34s " ] }, { @@ -2846,7 +2852,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 71%[=============> ] 4.02G 46.1MB/s eta 37s " + " 66%[============> ] 3.72G 60.7MB/s eta 33s " ] }, { @@ -2854,7 +2860,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 71%[=============> ] 4.04G 47.3MB/s eta 37s " + " E 66%[============> ] 3.74G 60.1MB/s eta 33s " ] }, { @@ -2862,7 +2868,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 71%[=============> ] 4.05G 45.5MB/s eta 36s " + " EW 66%[============> ] 3.75G 60.4MB/s eta 33s " ] }, { @@ -2870,7 +2876,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 72%[=============> ] 4.08G 47.3MB/s eta 36s " + " EWR 66%[============> ] 3.76G 60.2MB/s eta 33s " ] }, { @@ -2878,7 +2884,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 72%[=============> ] 4.08G 48.5MB/s eta 36s " + " EWR- 66%[============> ] 3.77G 57.2MB/s eta 33s " ] }, { @@ -2886,7 +2892,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 72%[=============> ] 4.10G 49.9MB/s eta 36s " + " EWR-1 67%[============> ] 3.79G 60.2MB/s eta 32s " ] }, { @@ -2894,7 +2900,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 72%[=============> ] 4.11G 49.3MB/s eta 36s " + " EWR-1B 67%[============> ] 3.80G 57.8MB/s eta 32s " ] }, { @@ -2902,7 +2908,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 72%[=============> ] 4.12G 47.1MB/s eta 34s " + " EWR-1B5 67%[============> ] 3.83G 60.2MB/s eta 32s " ] }, { @@ -2910,7 +2916,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.13G 49.1MB/s eta 34s " + " EWR-1B5- 68%[============> ] 3.84G 60.5MB/s eta 32s " ] }, { @@ -2918,7 +2924,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.13G 48.9MB/s eta 34s " + " EWR-1B5-E 68%[============> ] 3.85G 58.6MB/s eta 31s " ] }, { @@ -2926,7 +2932,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.13G 46.9MB/s eta 34s " + " EWR-1B5-E0 68%[============> ] 3.87G 58.6MB/s eta 31s " ] }, { @@ -2934,7 +2940,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.14G 45.6MB/s eta 34s " + " EWR-1B5-E0_ 68%[============> ] 3.88G 59.9MB/s eta 31s " ] }, { @@ -2942,7 +2948,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.16G 48.3MB/s eta 34s " + " EWR-1B5-E0_1 69%[============> ] 3.90G 60.3MB/s eta 31s " ] }, { @@ -2950,7 +2956,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.16G 47.3MB/s eta 34s " + " EWR-1B5-E0_1- 69%[============> ] 3.90G 57.2MB/s eta 31s " ] }, { @@ -2958,7 +2964,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 73%[=============> ] 4.17G 46.6MB/s eta 34s " + " EWR-1B5-E0_1-m 69%[============> ] 3.92G 59.1MB/s eta 30s " ] }, { @@ -2966,7 +2972,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 74%[=============> ] 4.19G 47.4MB/s eta 34s " + " EWR-1B5-E0_1-me 69%[============> ] 3.95G 61.3MB/s eta 30s " ] }, { @@ -2974,7 +2980,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 74%[=============> ] 4.20G 47.7MB/s eta 32s " + " EWR-1B5-E0_1-mem 70%[=============> ] 3.96G 61.8MB/s eta 30s " ] }, { @@ -2982,7 +2988,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 74%[=============> ] 4.21G 45.7MB/s eta 32s " + " EWR-1B5-E0_1-mem- 70%[=============> ] 3.98G 61.4MB/s eta 30s " ] }, { @@ -2990,7 +2996,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 74%[=============> ] 4.22G 46.3MB/s eta 32s " + " EWR-1B5-E0_1-mem-c 70%[=============> ] 3.99G 63.5MB/s eta 28s " ] }, { @@ -2998,7 +3004,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 75%[==============> ] 4.24G 51.0MB/s eta 32s " + "EWR-1B5-E0_1-mem-ct 71%[=============> ] 4.01G 64.4MB/s eta 28s " ] }, { @@ -3006,7 +3012,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 75%[==============> ] 4.26G 49.9MB/s eta 32s " + "WR-1B5-E0_1-mem-ctx 71%[=============> ] 4.03G 65.3MB/s eta 28s " ] }, { @@ -3014,7 +3020,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 75%[==============> ] 4.27G 48.2MB/s eta 31s " + "R-1B5-E0_1-mem-ctx- 71%[=============> ] 4.04G 60.4MB/s eta 28s " ] }, { @@ -3022,7 +3028,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 75%[==============> ] 4.27G 45.4MB/s eta 31s " + "-1B5-E0_1-mem-ctx-8 71%[=============> ] 4.05G 58.8MB/s eta 27s " ] }, { @@ -3030,7 +3036,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 75%[==============> ] 4.28G 44.7MB/s eta 31s " + "1B5-E0_1-mem-ctx-8k 71%[=============> ] 4.05G 57.0MB/s eta 27s " ] }, { @@ -3038,7 +3044,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 76%[==============> ] 4.29G 45.8MB/s eta 31s " + "B5-E0_1-mem-ctx-8k. 72%[=============> ] 4.07G 57.3MB/s eta 27s " ] }, { @@ -3046,7 +3052,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 76%[==============> ] 4.31G 47.6MB/s eta 31s " + "5-E0_1-mem-ctx-8k.p 72%[=============> ] 4.08G 56.8MB/s eta 27s " ] }, { @@ -3054,7 +3060,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 76%[==============> ] 4.32G 49.4MB/s eta 30s " + "-E0_1-mem-ctx-8k.pt 72%[=============> ] 4.09G 56.5MB/s eta 27s " ] }, { @@ -3062,7 +3068,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 76%[==============> ] 4.34G 53.6MB/s eta 30s " + "E0_1-mem-ctx-8k.pth 72%[=============> ] 4.10G 55.3MB/s eta 27s " ] }, { @@ -3070,7 +3076,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.35G 52.4MB/s eta 30s " + "0_1-mem-ctx-8k.pth 72%[=============> ] 4.11G 54.9MB/s eta 27s " ] }, { @@ -3078,7 +3084,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.35G 52.2MB/s eta 30s " + "_1-mem-ctx-8k.pth 73%[=============> ] 4.13G 58.7MB/s eta 27s " ] }, { @@ -3086,7 +3092,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.37G 51.0MB/s eta 29s " + "1-mem-ctx-8k.pth 73%[=============> ] 4.14G 58.0MB/s eta 27s " ] }, { @@ -3094,7 +3100,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.37G 50.1MB/s eta 29s " + "-mem-ctx-8k.pth 73%[=============> ] 4.16G 56.7MB/s eta 27s " ] }, { @@ -3102,7 +3108,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.38G 50.4MB/s eta 29s " + "mem-ctx-8k.pth 73%[=============> ] 4.17G 56.0MB/s eta 25s " ] }, { @@ -3110,7 +3116,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 77%[==============> ] 4.39G 49.4MB/s eta 29s " + "em-ctx-8k.pth 74%[=============> ] 4.18G 52.3MB/s eta 25s " ] }, { @@ -3118,7 +3124,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 78%[==============> ] 4.41G 51.4MB/s eta 29s " + "m-ctx-8k.pth 74%[=============> ] 4.19G 53.2MB/s eta 25s " ] }, { @@ -3126,7 +3132,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 78%[==============> ] 4.41G 47.5MB/s eta 28s " + "-ctx-8k.pth 74%[=============> ] 4.21G 52.5MB/s eta 25s " ] }, { @@ -3134,7 +3140,7 @@ "output_type": "stream", "text": [ "\r", - 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"BaseV5-C-Tune5.pth 79%[==============> ] 4.51G 51.0MB/s eta 26s " + ".pth 76%[==============> ] 4.32G 61.1MB/s eta 23s " ] }, { @@ -3190,7 +3196,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 80%[===============> ] 4.53G 48.6MB/s eta 25s " + "pth 76%[==============> ] 4.33G 61.3MB/s eta 23s " ] }, { @@ -3198,7 +3204,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 80%[===============> ] 4.54G 47.3MB/s eta 25s " + "th 77%[==============> ] 4.35G 60.6MB/s eta 23s " ] }, { @@ -3206,7 +3212,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 80%[===============> ] 4.55G 46.7MB/s eta 25s " + "h 77%[==============> ] 4.37G 58.6MB/s eta 22s " ] }, { @@ -3214,7 +3220,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 80%[===============> ] 4.56G 48.6MB/s eta 25s " + " 77%[==============> ] 4.38G 59.4MB/s eta 22s " ] }, { @@ -3222,7 +3228,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 81%[===============> ] 4.57G 50.5MB/s eta 25s " + " E 77%[==============> ] 4.40G 59.9MB/s eta 22s " ] }, { @@ -3230,7 +3236,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 81%[===============> ] 4.59G 51.3MB/s eta 23s " + " EW 78%[==============> ] 4.41G 61.4MB/s eta 22s " ] }, { @@ -3238,7 +3244,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 81%[===============> ] 4.60G 52.3MB/s eta 23s " + " EWR 78%[==============> ] 4.42G 63.3MB/s eta 21s " ] }, { @@ -3246,7 +3252,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 81%[===============> ] 4.61G 52.6MB/s eta 23s " + " EWR- 78%[==============> ] 4.44G 62.6MB/s eta 21s " ] }, { @@ -3254,7 +3260,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 81%[===============> ] 4.62G 51.2MB/s eta 23s " + " EWR-1 78%[==============> ] 4.46G 62.5MB/s eta 21s " ] }, { @@ -3262,7 +3268,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 82%[===============> ] 4.63G 53.8MB/s eta 23s " + " EWR-1B 79%[==============> ] 4.47G 62.5MB/s eta 21s " ] }, { @@ -3270,7 +3276,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 82%[===============> ] 4.65G 53.4MB/s eta 22s " + " EWR-1B5 79%[==============> ] 4.48G 64.9MB/s eta 21s " ] }, { @@ -3278,7 +3284,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 82%[===============> ] 4.65G 50.5MB/s eta 22s " + " EWR-1B5- 79%[==============> ] 4.50G 65.2MB/s eta 20s " ] }, { @@ -3286,7 +3292,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 82%[===============> ] 4.66G 51.3MB/s eta 22s " + " EWR-1B5-E 79%[==============> ] 4.51G 62.3MB/s eta 20s " ] }, { @@ -3294,7 +3300,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 82%[===============> ] 4.68G 50.3MB/s eta 22s " + " EWR-1B5-E0 80%[===============> ] 4.52G 62.7MB/s eta 20s " ] }, { @@ -3302,7 +3308,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 83%[===============> ] 4.69G 50.6MB/s eta 21s " + " EWR-1B5-E0_ 80%[===============> ] 4.55G 64.9MB/s eta 20s " ] }, { @@ -3310,7 +3316,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 83%[===============> ] 4.69G 48.4MB/s eta 21s " + " EWR-1B5-E0_1 80%[===============> ] 4.56G 65.7MB/s eta 20s " ] }, { @@ -3318,7 +3324,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 83%[===============> ] 4.71G 49.1MB/s eta 21s " + " EWR-1B5-E0_1- 81%[===============> ] 4.57G 62.9MB/s eta 18s " ] }, { @@ -3326,7 +3332,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 83%[===============> ] 4.72G 48.8MB/s eta 21s " + " EWR-1B5-E0_1-m 81%[===============> ] 4.59G 60.8MB/s eta 18s " ] }, { @@ -3334,7 +3340,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 83%[===============> ] 4.74G 48.9MB/s eta 20s " + " EWR-1B5-E0_1-me 81%[===============> ] 4.60G 62.4MB/s eta 18s " ] }, { @@ -3342,7 +3348,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 84%[===============> ] 4.75G 47.1MB/s eta 20s " + " EWR-1B5-E0_1-mem 81%[===============> ] 4.62G 63.8MB/s eta 18s " ] }, { @@ -3350,7 +3356,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 84%[===============> ] 4.77G 49.3MB/s eta 20s " + " EWR-1B5-E0_1-mem- 82%[===============> ] 4.63G 65.1MB/s eta 17s " ] }, { @@ -3358,7 +3364,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 84%[===============> ] 4.78G 51.0MB/s eta 20s " + " EWR-1B5-E0_1-mem-c 82%[===============> ] 4.65G 63.3MB/s eta 17s " ] }, { @@ -3366,7 +3372,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 85%[================> ] 4.80G 50.7MB/s eta 20s " + "EWR-1B5-E0_1-mem-ct 82%[===============> ] 4.68G 65.4MB/s eta 17s " ] }, { @@ -3374,7 +3380,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 85%[================> ] 4.81G 51.0MB/s eta 18s " + "WR-1B5-E0_1-mem-ctx 83%[===============> ] 4.69G 66.3MB/s eta 17s " ] }, { @@ -3382,7 +3388,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 85%[================> ] 4.82G 49.5MB/s eta 18s " + "R-1B5-E0_1-mem-ctx- 83%[===============> ] 4.70G 65.5MB/s eta 17s " ] }, { @@ -3390,7 +3396,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 85%[================> ] 4.83G 45.3MB/s eta 18s " + "-1B5-E0_1-mem-ctx-8 83%[===============> ] 4.71G 63.6MB/s eta 16s " ] }, { @@ -3398,7 +3404,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 85%[================> ] 4.84G 46.8MB/s eta 18s " + "1B5-E0_1-mem-ctx-8k 83%[===============> ] 4.72G 63.2MB/s eta 16s " ] }, { @@ -3406,7 +3412,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 86%[================> ] 4.86G 47.3MB/s eta 18s " + "B5-E0_1-mem-ctx-8k. 83%[===============> ] 4.74G 64.0MB/s eta 16s " ] }, { @@ -3414,7 +3420,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 86%[================> ] 4.87G 49.0MB/s eta 18s " + "5-E0_1-mem-ctx-8k.p 84%[===============> ] 4.74G 63.0MB/s eta 16s " ] }, { @@ -3422,7 +3428,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 86%[================> ] 4.89G 46.8MB/s eta 18s " + "-E0_1-mem-ctx-8k.pt 84%[===============> ] 4.75G 60.2MB/s eta 16s " ] }, { @@ -3430,7 +3436,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 86%[================> ] 4.90G 47.9MB/s eta 16s " + "E0_1-mem-ctx-8k.pth 84%[===============> ] 4.77G 56.0MB/s eta 15s " ] }, { @@ -3438,7 +3444,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.92G 48.2MB/s eta 16s " + "0_1-mem-ctx-8k.pth 84%[===============> ] 4.78G 56.7MB/s eta 15s " ] }, { @@ -3446,7 +3452,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.93G 48.5MB/s eta 16s " + "_1-mem-ctx-8k.pth 85%[================> ] 4.80G 60.8MB/s eta 15s " ] }, { @@ -3454,7 +3460,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.95G 48.5MB/s eta 16s " + "1-mem-ctx-8k.pth 85%[================> ] 4.83G 62.1MB/s eta 15s " ] }, { @@ -3462,7 +3468,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.95G 46.3MB/s eta 15s " + "-mem-ctx-8k.pth 85%[================> ] 4.84G 60.7MB/s eta 14s " ] }, { @@ -3470,7 +3476,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.96G 47.7MB/s eta 15s " + "mem-ctx-8k.pth 86%[================> ] 4.86G 56.9MB/s eta 14s " ] }, { @@ -3478,7 +3484,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 87%[================> ] 4.96G 45.5MB/s eta 15s " + "em-ctx-8k.pth 86%[================> ] 4.88G 58.5MB/s eta 14s " ] }, { @@ -3486,7 +3492,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 4.98G 44.7MB/s eta 15s " + "m-ctx-8k.pth 86%[================> ] 4.89G 58.3MB/s eta 14s " ] }, { @@ -3494,7 +3500,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 4.98G 42.7MB/s eta 15s " + "-ctx-8k.pth 86%[================> ] 4.90G 60.5MB/s eta 14s " ] }, { @@ -3502,7 +3508,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 4.99G 39.5MB/s eta 15s " + "ctx-8k.pth 87%[================> ] 4.92G 60.0MB/s eta 12s " ] }, { @@ -3510,7 +3516,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 5.00G 41.0MB/s eta 15s " + "tx-8k.pth 87%[================> ] 4.93G 59.4MB/s eta 12s " ] }, { @@ -3518,7 +3524,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 5.02G 42.5MB/s eta 15s " + "x-8k.pth 87%[================> ] 4.95G 59.1MB/s eta 12s " ] }, { @@ -3526,7 +3532,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 88%[================> ] 5.02G 41.8MB/s eta 15s " + "-8k.pth 87%[================> ] 4.96G 60.6MB/s eta 12s " ] }, { @@ -3534,7 +3540,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 89%[================> ] 5.04G 41.1MB/s eta 14s " + "8k.pth 88%[================> ] 4.99G 63.2MB/s eta 11s " ] }, { @@ -3542,7 +3548,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 89%[================> ] 5.05G 41.3MB/s eta 14s " + "k.pth 88%[================> ] 5.01G 63.3MB/s eta 11s " ] }, { @@ -3550,7 +3556,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 89%[================> ] 5.05G 36.6MB/s eta 14s " + ".pth 88%[================> ] 5.01G 57.9MB/s eta 11s " ] }, { @@ -3558,7 +3564,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 89%[================> ] 5.07G 39.2MB/s eta 14s " + "pth 89%[================> ] 5.03G 59.8MB/s eta 11s " ] }, { @@ -3566,7 +3572,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 89%[================> ] 5.07G 37.7MB/s eta 13s " + "th 89%[================> ] 5.04G 60.3MB/s eta 11s " ] }, { @@ -3574,7 +3580,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 90%[=================> ] 5.08G 36.2MB/s eta 13s " + "h 89%[================> ] 5.05G 56.5MB/s eta 10s " ] }, { @@ -3582,7 +3588,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 90%[=================> ] 5.10G 37.0MB/s eta 13s " + " 89%[================> ] 5.07G 56.9MB/s eta 10s " ] }, { @@ -3590,7 +3596,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 90%[=================> ] 5.11G 39.6MB/s eta 13s " + " E 90%[=================> ] 5.08G 56.4MB/s eta 10s " ] }, { @@ -3598,7 +3604,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 90%[=================> ] 5.12G 39.4MB/s eta 12s " + " EW 90%[=================> ] 5.10G 57.6MB/s eta 10s " ] }, { @@ -3606,7 +3612,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.14G 41.6MB/s eta 12s " + " EWR 90%[=================> ] 5.11G 56.0MB/s eta 9s " ] }, { @@ -3614,7 +3620,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.14G 40.0MB/s eta 12s " + " EWR- 90%[=================> ] 5.12G 55.5MB/s eta 9s " ] }, { @@ -3622,7 +3628,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.16G 42.4MB/s eta 12s " + " EWR-1 90%[=================> ] 5.13G 56.8MB/s eta 9s " ] }, { @@ -3630,7 +3636,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.17G 43.9MB/s eta 12s " + " EWR-1B 91%[=================> ] 5.14G 55.0MB/s eta 9s " ] }, { @@ -3638,7 +3644,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.17G 41.0MB/s eta 11s " + " EWR-1B5 91%[=================> ] 5.15G 54.6MB/s eta 9s " ] }, { @@ -3646,7 +3652,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 91%[=================> ] 5.19G 43.9MB/s eta 11s " + " EWR-1B5- 91%[=================> ] 5.17G 54.1MB/s eta 8s " ] }, { @@ -3654,7 +3660,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 92%[=================> ] 5.20G 44.1MB/s eta 11s " + " EWR-1B5-E 91%[=================> ] 5.17G 51.3MB/s eta 8s " ] }, { @@ -3662,7 +3668,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 92%[=================> ] 5.21G 44.2MB/s eta 11s " + " EWR-1B5-E0 91%[=================> ] 5.19G 50.3MB/s eta 8s " ] }, { @@ -3670,7 +3676,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 92%[=================> ] 5.23G 44.7MB/s eta 9s " + " EWR-1B5-E0_ 92%[=================> ] 5.20G 51.1MB/s eta 8s " ] }, { @@ -3678,7 +3684,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 92%[=================> ] 5.24G 44.5MB/s eta 9s " + " EWR-1B5-E0_1 92%[=================> ] 5.21G 53.3MB/s eta 7s " ] }, { @@ -3686,7 +3692,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 93%[=================> ] 5.25G 45.6MB/s eta 9s " + " EWR-1B5-E0_1- 92%[=================> ] 5.24G 56.3MB/s eta 7s " ] }, { @@ -3694,7 +3700,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 93%[=================> ] 5.26G 49.2MB/s eta 9s " + " EWR-1B5-E0_1-m 93%[=================> ] 5.26G 55.1MB/s eta 7s " ] }, { @@ -3702,7 +3708,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 93%[=================> ] 5.27G 48.5MB/s eta 9s " + " EWR-1B5-E0_1-me 93%[=================> ] 5.27G 57.5MB/s eta 7s " ] }, { @@ -3710,7 +3716,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 93%[=================> ] 5.29G 49.6MB/s eta 8s " + " EWR-1B5-E0_1-mem 93%[=================> ] 5.29G 58.3MB/s eta 7s " ] }, { @@ -3718,7 +3724,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 93%[=================> ] 5.29G 46.3MB/s eta 8s " + " EWR-1B5-E0_1-mem- 93%[=================> ] 5.30G 58.3MB/s eta 6s " ] }, { @@ -3726,7 +3732,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 94%[=================> ] 5.31G 47.3MB/s eta 8s " + " EWR-1B5-E0_1-mem-c 94%[=================> ] 5.32G 58.8MB/s eta 6s " ] }, { @@ -3734,7 +3740,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 94%[=================> ] 5.32G 47.0MB/s eta 8s " + "EWR-1B5-E0_1-mem-ct 94%[=================> ] 5.33G 59.2MB/s eta 6s " ] }, { @@ -3742,7 +3748,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 94%[=================> ] 5.33G 49.8MB/s eta 8s " + "WR-1B5-E0_1-mem-ctx 94%[=================> ] 5.35G 60.8MB/s eta 6s " ] }, { @@ -3750,7 +3756,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 94%[=================> ] 5.35G 49.5MB/s eta 7s " + "R-1B5-E0_1-mem-ctx- 95%[==================> ] 5.36G 61.8MB/s eta 6s " ] }, { @@ -3758,7 +3764,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 95%[==================> ] 5.36G 48.9MB/s eta 7s " + "-1B5-E0_1-mem-ctx-8 95%[==================> ] 5.38G 61.8MB/s eta 5s " ] }, { @@ -3766,7 +3772,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 95%[==================> ] 5.38G 51.0MB/s eta 7s " + "1B5-E0_1-mem-ctx-8k 95%[==================> ] 5.39G 60.5MB/s eta 5s " ] }, { @@ -3774,7 +3780,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 95%[==================> ] 5.39G 52.7MB/s eta 7s " + "B5-E0_1-mem-ctx-8k. 95%[==================> ] 5.41G 61.4MB/s eta 5s " ] }, { @@ -3782,7 +3788,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 95%[==================> ] 5.41G 53.1MB/s eta 7s " + "5-E0_1-mem-ctx-8k.p 96%[==================> ] 5.42G 62.4MB/s eta 5s " ] }, { @@ -3790,7 +3796,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 95%[==================> ] 5.41G 51.9MB/s eta 5s " + "-E0_1-mem-ctx-8k.pt 96%[==================> ] 5.44G 61.7MB/s eta 4s " ] }, { @@ -3798,7 +3804,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 96%[==================> ] 5.42G 51.9MB/s eta 5s " + "E0_1-mem-ctx-8k.pth 96%[==================> ] 5.45G 60.3MB/s eta 4s " ] }, { @@ -3806,7 +3812,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 96%[==================> ] 5.44G 53.3MB/s eta 5s " + "0_1-mem-ctx-8k.pth 96%[==================> ] 5.47G 58.9MB/s eta 4s " ] }, { @@ -3814,7 +3820,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 96%[==================> ] 5.45G 53.7MB/s eta 5s " + "_1-mem-ctx-8k.pth 97%[==================> ] 5.48G 56.8MB/s eta 4s " ] }, { @@ -3822,7 +3828,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 96%[==================> ] 5.46G 53.6MB/s eta 5s " + "1-mem-ctx-8k.pth 97%[==================> ] 5.50G 56.2MB/s eta 3s " ] }, { @@ -3830,7 +3836,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 96%[==================> ] 5.47G 52.1MB/s eta 4s " + "-mem-ctx-8k.pth 97%[==================> ] 5.51G 54.8MB/s eta 3s " ] }, { @@ -3838,7 +3844,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.49G 53.2MB/s eta 4s " + "mem-ctx-8k.pth 97%[==================> ] 5.52G 54.3MB/s eta 3s " ] }, { @@ -3846,7 +3852,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.50G 52.6MB/s eta 4s " + "em-ctx-8k.pth 97%[==================> ] 5.53G 52.5MB/s eta 3s " ] }, { @@ -3854,7 +3860,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.51G 52.9MB/s eta 4s " + "m-ctx-8k.pth 98%[==================> ] 5.54G 52.4MB/s eta 2s " ] }, { @@ -3862,7 +3868,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.51G 52.5MB/s eta 4s " + "-ctx-8k.pth 98%[==================> ] 5.56G 52.3MB/s eta 2s " ] }, { @@ -3870,7 +3876,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.52G 49.7MB/s eta 3s " + "ctx-8k.pth 98%[==================> ] 5.57G 52.1MB/s eta 2s " ] }, { @@ -3878,7 +3884,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 97%[==================> ] 5.53G 49.4MB/s eta 3s " + "tx-8k.pth 98%[==================> ] 5.58G 49.7MB/s eta 2s " ] }, { @@ -3886,7 +3892,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 98%[==================> ] 5.54G 48.4MB/s eta 3s " + "x-8k.pth 99%[==================> ] 5.59G 50.4MB/s eta 2s " ] }, { @@ -3894,7 +3900,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 98%[==================> ] 5.56G 48.0MB/s eta 3s " + "-8k.pth 99%[==================> ] 5.61G 55.0MB/s eta 1s " ] }, { @@ -3902,7 +3908,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 98%[==================> ] 5.57G 50.4MB/s eta 3s " + "8k.pth 99%[==================> ] 5.63G 55.0MB/s eta 1s " ] }, { @@ -3910,31 +3916,44 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.59G 48.2MB/s eta 1s " + "k.pth 99%[==================> ] 5.64G 56.1MB/s eta 1s \r", + "EWR-1B5-E0_1-mem-ct 100%[===================>] 5.64G 56.3MB/s in 98s \r\n", + "\r\n", + "2023-08-26 13:29:16 (59.2 MB/s) - ‘EWR-1B5-E0_1-mem-ctx-8k.pth’ saved [6060483163/6060483163]\r\n", + "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.60G 48.7MB/s eta 1s " + "--2023-08-26 13:29:16-- https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D2048-E0_1-mem-ctx-8k.pth\r\n", + "Resolving huggingface.co (huggingface.co)... 18.154.227.67, 18.154.227.7, 18.154.227.87, ...\r\n", + "Connecting to huggingface.co (huggingface.co)|18.154.227.67|:443... connected.\r\n", + "HTTP request sent, awaiting response... 302 Found\r\n", + "Location: https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/87b64f45529c2049a8b044b7e7c0338a9ede8ba8259d17d987d8e73f8a34fd75?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27v5-L6-D2048-E0_1-mem-ctx-8k.pth%3B+filename%3D%22v5-L6-D2048-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315756&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTc1Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwLzg3YjY0ZjQ1NTI5YzIwNDlhOGIwNDRiN2U3YzAzMzhhOWVkZThiYTgyNTlkMTdkOTg3ZDhlNzNmOGEzNGZkNzU%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=nQ-K9pUZqkf3Qb-X5VycpSsb2NBCdUjo2I2d1pYB%7EE1ldNGTAfgN6a9qOGn5UuHtD8nAyITD6NgR95cqWgn2AqAUWCTWcqYBc7tuhVIPmbwrYHUwl6FJ52hjrRPmxZngcRQu2Lbg7PXij9qDfqdh1r%7E6z05NRVnGTQ0GkZQQb3maRu5uC9d83DSC88AmR371N2AwiH3t5VUs8w80YL%7E90nAIoeoBsBaMEATtt8k6x6KER-NDZ2fmKLch4cTHxIDGPEaYOKnFyimPy5PWpFC8WYAoGlCE6jLa5P5eXpArLXCNScNiYp4tGyNmcA80Pf9TN9E6UZ-PfU7LwjmrUR2hKg__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", + "--2023-08-26 13:29:16-- https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/87b64f45529c2049a8b044b7e7c0338a9ede8ba8259d17d987d8e73f8a34fd75?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27v5-L6-D2048-E0_1-mem-ctx-8k.pth%3B+filename%3D%22v5-L6-D2048-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315756&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTc1Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwLzg3YjY0ZjQ1NTI5YzIwNDlhOGIwNDRiN2U3YzAzMzhhOWVkZThiYTgyNTlkMTdkOTg3ZDhlNzNmOGEzNGZkNzU%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=nQ-K9pUZqkf3Qb-X5VycpSsb2NBCdUjo2I2d1pYB%7EE1ldNGTAfgN6a9qOGn5UuHtD8nAyITD6NgR95cqWgn2AqAUWCTWcqYBc7tuhVIPmbwrYHUwl6FJ52hjrRPmxZngcRQu2Lbg7PXij9qDfqdh1r%7E6z05NRVnGTQ0GkZQQb3maRu5uC9d83DSC88AmR371N2AwiH3t5VUs8w80YL%7E90nAIoeoBsBaMEATtt8k6x6KER-NDZ2fmKLch4cTHxIDGPEaYOKnFyimPy5PWpFC8WYAoGlCE6jLa5P5eXpArLXCNScNiYp4tGyNmcA80Pf9TN9E6UZ-PfU7LwjmrUR2hKg__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", + "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... 108.138.64.121, 108.138.64.111, 108.138.64.36, ...\r\n", + "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.121|:443... connected.\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.62G 47.2MB/s eta 1s " + "HTTP request sent, awaiting response... " ] }, { "name": "stdout", "output_type": "stream", "text": [ + "200 OK\r\n", + "Length: 1066508293 (1017M) [binary/octet-stream]\r\n", + "Saving to: ‘v5-L6-D2048-E0_1-mem-ctx-8k.pth’\r\n", + "\r\n", "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.63G 50.1MB/s eta 1s " + " v5-L6-D20 0%[ ] 0 --.-KB/s " ] }, { @@ -3942,7 +3961,7 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.63G 46.6MB/s eta 0s " + " v5-L6-D204 1%[ ] 15.26M 59.8MB/s " ] }, { @@ -3950,45 +3969,31 @@ "output_type": "stream", "text": [ "\r", - "BaseV5-C-Tune5.pth 99%[==================> ] 5.64G 44.2MB/s eta 0s \r", - "BaseV5-C-Tune5.pth 100%[===================>] 5.64G 44.3MB/s in 2m 6s \r\n", - "\r\n", - "2023-09-05 20:00:31 (46.0 MB/s) - ‘BaseV5-C-Tune5.pth’ saved [6060483063/6060483063]\r\n", - "\r\n" + " v5-L6-D2048 2%[ ] 30.00M 60.8MB/s " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "--2023-09-05 20:00:31-- https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/EWR-1B5-E0_1-mem-ctx-8k.pth\r\n", - "Resolving huggingface.co (huggingface.co)... 18.154.227.67, 18.154.227.7, 18.154.227.69, ...\r\n", - "Connecting to huggingface.co (huggingface.co)|18.154.227.67|:443... connected.\r\n", - "HTTP request sent, awaiting response... " + "\r", + " v5-L6-D2048- 4%[ ] 45.26M 63.8MB/s " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "302 Found\r\n", - "Location: https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/e886ffafd5148b502a00b1c10c847ca918cec61c4c956956a2fe9811c210029b?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27EWR-1B5-E0_1-mem-ctx-8k.pth%3B+filename%3D%22EWR-1B5-E0_1-mem-ctx-8k.pth%22%3B&Expires=1694203231&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5NDIwMzIzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwL2U4ODZmZmFmZDUxNDhiNTAyYTAwYjFjMTBjODQ3Y2E5MThjZWM2MWM0Yzk1Njk1NmEyZmU5ODExYzIxMDAyOWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=H7dALzpJjHXiRmYXfCi5wdUGBxT-ks5NF0PcdQAODDoHu%7E%7EBwyHOnsQGokQKeqqOmFA-%7E2cFXnl87ifEl3RrCl-xYvtCqJsTu-PCrHupXjKegnvyjToQCJIDtyW5f4RJ9aMmecwsGyTEJG1Nz0q-7Xm4OQfTBH-ItJ34BnzDQgW2XnuVav0keVtbME-KGM-ors8KbEGdI-tHni2lihjuxbBBxaV226vGo9Q7jssSP7WPLseWzK3-16BBLv3At3JjlpxbmDMCBFqNxBnJZbyTsrwmAIRj31kHFM15VSAa0y0CRfQ1Uh09OgdQr2zjlEWgU0mqpgv0M53%7ELLAtQP%7E%7ENw__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", - "--2023-09-05 20:00:31-- https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/e886ffafd5148b502a00b1c10c847ca918cec61c4c956956a2fe9811c210029b?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27EWR-1B5-E0_1-mem-ctx-8k.pth%3B+filename%3D%22EWR-1B5-E0_1-mem-ctx-8k.pth%22%3B&Expires=1694203231&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5NDIwMzIzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwL2U4ODZmZmFmZDUxNDhiNTAyYTAwYjFjMTBjODQ3Y2E5MThjZWM2MWM0Yzk1Njk1NmEyZmU5ODExYzIxMDAyOWI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=H7dALzpJjHXiRmYXfCi5wdUGBxT-ks5NF0PcdQAODDoHu%7E%7EBwyHOnsQGokQKeqqOmFA-%7E2cFXnl87ifEl3RrCl-xYvtCqJsTu-PCrHupXjKegnvyjToQCJIDtyW5f4RJ9aMmecwsGyTEJG1Nz0q-7Xm4OQfTBH-ItJ34BnzDQgW2XnuVav0keVtbME-KGM-ors8KbEGdI-tHni2lihjuxbBBxaV226vGo9Q7jssSP7WPLseWzK3-16BBLv3At3JjlpxbmDMCBFqNxBnJZbyTsrwmAIRj31kHFM15VSAa0y0CRfQ1Uh09OgdQr2zjlEWgU0mqpgv0M53%7ELLAtQP%7E%7ENw__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", - "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... 108.138.64.111, 108.138.64.36, 108.138.64.49, ...\r\n", - "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.111|:443... connected.\r\n", - "HTTP request sent, awaiting response... " + "\r", + " v5-L6-D2048-E 4%[ ] 45.90M 48.9MB/s " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "200 OK\r\n", - "Length: 6060483163 (5.6G) [binary/octet-stream]\r\n", - "Saving to: ‘EWR-1B5-E0_1-mem-ctx-8k.pth’\r\n", - "\r\n", "\r", - " EWR-1B5-E 0%[ ] 0 --.-KB/s " + " v5-L6-D2048-E0 5%[> ] 60.52M 47.1MB/s " ] }, { @@ -3996,7 +4001,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 0%[ ] 14.74M 63.3MB/s " + " v5-L6-D2048-E0_ 7%[> ] 75.78M 50.3MB/s " ] }, { @@ -4004,7 +4009,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 0%[ ] 17.24M 39.8MB/s " + " v5-L6-D2048-E0_1 8%[> ] 86.07M 50.4MB/s " ] }, { @@ -4012,7 +4017,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 0%[ ] 30.00M 46.2MB/s " + " v5-L6-D2048-E0_1- 9%[> ] 96.66M 50.7MB/s " ] }, { @@ -4020,7 +4025,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 0%[ ] 30.52M 33.1MB/s " + " v5-L6-D2048-E0_1-m 10%[=> ] 106.81M 50.2MB/s " ] }, { @@ -4028,7 +4033,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 0%[ ] 46.48M 41.5MB/s " + "v5-L6-D2048-E0_1-me 12%[=> ] 127.07M 54.6MB/s " ] }, { @@ -4036,7 +4041,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 1%[ ] 60.52M 41.9MB/s " + "5-L6-D2048-E0_1-mem 14%[=> ] 151.05M 59.7MB/s " ] }, { @@ -4044,7 +4049,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 1%[ ] 62.21M 37.8MB/s " + "-L6-D2048-E0_1-mem- 15%[==> ] 161.83M 59.3MB/s " ] }, { @@ -4052,7 +4057,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 1%[ ] 76.29M 39.9MB/s " + "L6-D2048-E0_1-mem-c 16%[==> ] 167.85M 56.4MB/s " ] }, { @@ -4060,7 +4065,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 1%[ ] 91.55M 41.8MB/s " + "6-D2048-E0_1-mem-ct 18%[==> ] 183.10M 53.6MB/s eta 16s " ] }, { @@ -4068,7 +4073,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 1%[ ] 106.81M 41.6MB/s " + "-D2048-E0_1-mem-ctx 19%[==> ] 198.36M 54.4MB/s eta 16s " ] }, { @@ -4076,7 +4081,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 2%[ ] 120.25M 43.2MB/s " + "D2048-E0_1-mem-ctx- 21%[===> ] 213.62M 54.5MB/s eta 16s " ] }, { @@ -4084,7 +4089,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 2%[ ] 127.59M 42.8MB/s " + "2048-E0_1-mem-ctx-8 21%[===> ] 219.93M 51.6MB/s eta 16s " ] }, { @@ -4092,7 +4097,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 2%[ ] 137.33M 42.9MB/s eta 2m 12s " + "048-E0_1-mem-ctx-8k 22%[===> ] 229.84M 52.4MB/s eta 16s " ] }, { @@ -4100,7 +4105,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 2%[ ] 152.45M 44.6MB/s eta 2m 12s " + "48-E0_1-mem-ctx-8k. 23%[===> ] 242.32M 50.5MB/s eta 15s " ] }, { @@ -4108,7 +4113,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 2%[ ] 152.59M 41.9MB/s eta 2m 12s " + "8-E0_1-mem-ctx-8k.p 25%[====> ] 258.89M 53.4MB/s eta 15s " ] }, { @@ -4116,7 +4121,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 2%[ ] 163.51M 42.6MB/s eta 2m 12s " + "-E0_1-mem-ctx-8k.pt 26%[====> ] 274.14M 53.7MB/s eta 15s " ] }, { @@ -4124,7 +4129,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 3%[ ] 181.57M 45.0MB/s eta 2m 12s " + "E0_1-mem-ctx-8k.pth 28%[====> ] 289.40M 55.0MB/s eta 15s " ] }, { @@ -4132,7 +4137,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 3%[ ] 183.10M 42.7MB/s eta 2m 11s " + "0_1-mem-ctx-8k.pth 29%[====> ] 296.23M 54.0MB/s eta 15s " ] }, { @@ -4140,7 +4145,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 3%[ ] 198.36M 40.6MB/s eta 2m 11s " + "_1-mem-ctx-8k.pth 30%[=====> ] 305.18M 54.5MB/s eta 14s " ] }, { @@ -4148,7 +4153,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 3%[ ] 213.62M 43.7MB/s eta 2m 11s " + "1-mem-ctx-8k.pth 33%[=====> ] 335.69M 57.8MB/s eta 14s " ] }, { @@ -4156,7 +4161,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 3%[ ] 228.36M 43.1MB/s eta 2m 11s " + "-mem-ctx-8k.pth 35%[======> ] 357.26M 57.6MB/s eta 14s " ] }, { @@ -4164,7 +4169,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 4%[ ] 239.57M 46.2MB/s eta 2m 6s " + "mem-ctx-8k.pth 36%[======> ] 376.17M 58.0MB/s eta 14s " ] }, { @@ -4172,7 +4177,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 4%[ ] 244.13M 42.5MB/s eta 2m 6s " + "em-ctx-8k.pth 37%[======> ] 381.47M 56.0MB/s eta 14s " ] }, { @@ -4180,7 +4185,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 4%[ ] 259.40M 42.9MB/s eta 2m 6s " + "m-ctx-8k.pth 39%[======> ] 396.73M 55.5MB/s eta 11s " ] }, { @@ -4188,7 +4193,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 4%[ ] 274.52M 45.9MB/s eta 2m 6s " + "-ctx-8k.pth 40%[=======> ] 410.16M 55.5MB/s eta 11s " ] }, { @@ -4196,7 +4201,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 5%[> ] 289.92M 44.5MB/s eta 2m 5s " + "ctx-8k.pth 41%[=======> ] 426.73M 57.1MB/s eta 11s " ] }, { @@ -4204,7 +4209,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 5%[> ] 305.18M 45.2MB/s eta 2m 5s " + "tx-8k.pth 42%[=======> ] 436.06M 59.8MB/s eta 11s " ] }, { @@ -4212,7 +4217,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 5%[> ] 320.56M 45.1MB/s eta 2m 5s " + "x-8k.pth 43%[=======> ] 442.51M 57.7MB/s eta 11s " ] }, { @@ -4220,7 +4225,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 5%[> ] 335.18M 47.6MB/s eta 2m 5s " + "-8k.pth 45%[========> ] 465.45M 62.0MB/s eta 10s " ] }, { @@ -4228,7 +4233,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 6%[> ] 350.95M 48.8MB/s eta 1m 58s " + "8k.pth 46%[========> ] 473.02M 61.3MB/s eta 10s " ] }, { @@ -4236,7 +4241,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 6%[> ] 366.20M 46.3MB/s eta 1m 58s " + "k.pth 48%[========> ] 488.28M 64.5MB/s eta 10s " ] }, { @@ -4244,7 +4249,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 6%[> ] 381.47M 49.4MB/s eta 1m 58s " + ".pth 49%[========> ] 503.03M 64.2MB/s eta 10s " ] }, { @@ -4252,7 +4257,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 6%[> ] 396.73M 48.3MB/s eta 1m 58s " + "pth 51%[=========> ] 518.80M 65.1MB/s eta 10s " ] }, { @@ -4260,7 +4265,7 @@ "output_type": "stream", "text": [ "\r", - "pth 7%[> ] 414.61M 49.7MB/s eta 1m 58s " + "th 52%[=========> ] 535.97M 65.2MB/s eta 8s " ] }, { @@ -4268,7 +4273,7 @@ "output_type": "stream", "text": [ "\r", - "th 7%[> ] 426.73M 51.4MB/s eta 1m 58s " + "h 54%[=========> ] 549.31M 67.0MB/s eta 8s " ] }, { @@ -4276,7 +4281,7 @@ "output_type": "stream", "text": [ "\r", - "h 7%[> ] 430.51M 49.0MB/s eta 1m 58s " + " 55%[==========> ] 564.06M 67.8MB/s eta 8s " ] }, { @@ -4284,7 +4289,7 @@ "output_type": "stream", "text": [ "\r", - " 7%[> ] 440.68M 48.0MB/s eta 1m 58s " + " v 57%[==========> ] 579.83M 59.7MB/s eta 8s " ] }, { @@ -4292,7 +4297,7 @@ "output_type": "stream", "text": [ "\r", - " E 7%[> ] 455.93M 49.6MB/s eta 1m 57s " + " v5 58%[==========> ] 595.09M 60.2MB/s eta 7s " ] }, { @@ -4300,7 +4305,7 @@ "output_type": "stream", "text": [ "\r", - " EW 7%[> ] 460.26M 48.1MB/s eta 1m 57s " + " v5- 60%[===========> ] 610.35M 60.2MB/s eta 7s " ] }, { @@ -4308,7 +4313,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 8%[> ] 468.32M 46.0MB/s eta 1m 57s " + " v5-L 61%[===========> ] 625.61M 59.7MB/s eta 7s " ] }, { @@ -4316,7 +4321,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 8%[> ] 473.50M 46.0MB/s eta 1m 57s " + " v5-L6 63%[===========> ] 640.87M 57.7MB/s eta 7s " ] }, { @@ -4324,7 +4329,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 8%[> ] 488.28M 44.7MB/s eta 1m 57s " + " v5-L6- 64%[===========> ] 655.62M 57.6MB/s eta 6s " ] }, { @@ -4332,7 +4337,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 8%[> ] 503.54M 40.7MB/s eta 2m 0s " + " v5-L6-D 65%[============> ] 667.88M 56.7MB/s eta 6s " ] }, { @@ -4340,7 +4345,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 8%[> ] 518.80M 44.0MB/s eta 2m 0s " + " v5-L6-D2 65%[============> ] 669.55M 55.9MB/s eta 6s " ] }, { @@ -4348,7 +4353,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 9%[> ] 534.05M 40.9MB/s eta 2m 0s " + " v5-L6-D20 67%[============> ] 686.13M 55.7MB/s eta 6s " ] }, { @@ -4356,7 +4361,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 9%[> ] 548.80M 43.9MB/s eta 2m 0s " + " v5-L6-D204 69%[============> ] 701.90M 53.6MB/s eta 6s " ] }, { @@ -4364,7 +4369,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 9%[> ] 556.34M 41.7MB/s eta 2m 0s " + " v5-L6-D2048 70%[=============> ] 717.16M 52.7MB/s eta 5s " ] }, { @@ -4372,7 +4377,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 9%[> ] 564.58M 43.2MB/s eta 1m 57s " + " v5-L6-D2048- 72%[=============> ] 732.42M 53.9MB/s eta 5s " ] }, { @@ -4380,7 +4385,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 9%[> ] 577.31M 41.3MB/s eta 1m 57s " + " v5-L6-D2048-E 73%[=============> ] 747.69M 53.1MB/s eta 5s " ] }, { @@ -4388,7 +4393,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 10%[=> ] 579.83M 39.0MB/s eta 1m 57s " + " v5-L6-D2048-E0 75%[==============> ] 762.94M 52.9MB/s eta 5s " ] }, { @@ -4396,7 +4401,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 10%[=> ] 594.57M 42.3MB/s eta 1m 57s " + " v5-L6-D2048-E0_ 76%[==============> ] 777.68M 53.0MB/s eta 5s " ] }, { @@ -4404,7 +4409,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 10%[=> ] 605.08M 42.6MB/s eta 1m 57s " + " v5-L6-D2048-E0_1 77%[==============> ] 792.94M 53.8MB/s eta 4s " ] }, { @@ -4412,7 +4417,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 10%[=> ] 610.35M 41.2MB/s eta 1m 57s " + " v5-L6-D2048-E0_1- 79%[==============> ] 808.20M 54.2MB/s eta 4s " ] }, { @@ -4420,7 +4425,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 10%[=> ] 625.61M 42.7MB/s eta 1m 57s " + " v5-L6-D2048-E0_1-m 81%[===============> ] 823.97M 53.3MB/s eta 4s " ] }, { @@ -4428,7 +4433,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 11%[=> ] 640.87M 43.7MB/s eta 1m 57s " + "v5-L6-D2048-E0_1-me 82%[===============> ] 839.23M 53.4MB/s eta 4s " ] }, { @@ -4436,7 +4441,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 11%[=> ] 656.13M 45.2MB/s eta 1m 57s " + "5-L6-D2048-E0_1-mem 84%[===============> ] 854.49M 55.2MB/s eta 3s " ] }, { @@ -4444,7 +4449,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 11%[=> ] 671.38M 45.5MB/s eta 1m 54s " + "-L6-D2048-E0_1-mem- 86%[================> ] 882.15M 58.6MB/s eta 3s " ] }, { @@ -4452,7 +4457,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 11%[=> ] 686.64M 44.7MB/s eta 1m 54s " + "L6-D2048-E0_1-mem-c 86%[================> ] 884.49M 58.0MB/s eta 3s " ] }, { @@ -4460,7 +4465,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 12%[=> ] 701.90M 45.3MB/s eta 1m 54s " + "6-D2048-E0_1-mem-ct 88%[================> ] 899.75M 59.7MB/s eta 3s " ] }, { @@ -4468,7 +4473,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 12%[=> ] 716.64M 44.2MB/s eta 1m 54s " + "-D2048-E0_1-mem-ctx 89%[================> ] 915.01M 61.3MB/s eta 3s " ] }, { @@ -4476,7 +4481,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 12%[=> ] 719.78M 44.5MB/s eta 1m 53s " + "D2048-E0_1-mem-ctx- 91%[=================> ] 928.95M 60.5MB/s eta 2s " ] }, { @@ -4484,7 +4489,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 12%[=> ] 731.91M 44.2MB/s eta 1m 53s " + "2048-E0_1-mem-ctx-8 93%[=================> ] 946.04M 61.1MB/s eta 2s " ] }, { @@ -4492,7 +4497,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 12%[=> ] 744.53M 46.8MB/s eta 1m 53s " + "048-E0_1-mem-ctx-8k 94%[=================> ] 961.30M 59.8MB/s eta 2s " ] }, { @@ -4500,7 +4505,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 12%[=> ] 747.81M 43.0MB/s eta 1m 53s " + "48-E0_1-mem-ctx-8k. 96%[==================> ] 976.55M 62.9MB/s eta 2s " ] }, { @@ -4508,7 +4513,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 13%[=> ] 762.42M 45.4MB/s eta 1m 53s " + "8-E0_1-mem-ctx-8k.p 97%[==================> ] 993.88M 62.0MB/s eta 0s " ] }, { @@ -4516,7 +4521,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 13%[=> ] 763.07M 42.7MB/s eta 1m 53s " + "-E0_1-mem-ctx-8k.pt 98%[==================> ] 1002M 60.7MB/s eta 0s " ] }, { @@ -4524,7 +4529,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 13%[=> ] 778.20M 43.9MB/s eta 1m 53s " + "E0_1-mem-ctx-8k.pth 99%[==================> ] 1007M 57.6MB/s eta 0s " ] }, { @@ -4532,31 +4537,45 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 13%[=> ] 793.31M 46.6MB/s eta 1m 53s " + "0_1-mem-ctx-8k.pth 99%[==================> ] 1016M 56.2MB/s eta 0s \r", + "v5-L6-D2048-E0_1-me 100%[===================>] 1017M 56.5MB/s in 18s \r\n", + "\r\n", + "2023-08-26 13:29:35 (56.7 MB/s) - ‘v5-L6-D2048-E0_1-mem-ctx-8k.pth’ saved [1066508293/1066508293]\r\n", + "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "mem-ctx-8k.pth 13%[=> ] 800.53M 46.0MB/s eta 1m 53s " + "--2023-08-26 13:29:35-- https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D4096-E0_1-mem-ctx-8k.pth\r\n", + "Resolving huggingface.co (huggingface.co)... 18.154.227.69, 18.154.227.87, 18.154.227.7, ...\r\n", + "Connecting to huggingface.co (huggingface.co)|18.154.227.69|:443... connected.\r\n", + "HTTP request sent, awaiting response... " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "em-ctx-8k.pth 13%[=> ] 808.20M 44.3MB/s eta 1m 53s " + "302 Found\r\n", + "Location: https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/5f93b1f6f6f7fb2193130a3a51f8ed41a0541b1b5eab100ca9318c8218d481fa?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27v5-L6-D4096-E0_1-mem-ctx-8k.pth%3B+filename%3D%22v5-L6-D4096-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315775&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTc3NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwLzVmOTNiMWY2ZjZmN2ZiMjE5MzEzMGEzYTUxZjhlZDQxYTA1NDFiMWI1ZWFiMTAwY2E5MzE4YzgyMThkNDgxZmE%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=0PAV9vjTAoSaKMEFt4ra050ppnm5%7EebPodEspDpM%7Egvrid9e19xm4sLLXhnWRGgm63iOJ2eZykOhOquOiG9HtoO5NACC2I3xGt4x8Ti%7Eujc0ObTE8Ks9NcRCIrd2B5DeiQANgL-qAUZfh5hj9MGOyy7MMQZNET%7E7eTFHVGLpB2ijJYbdQPjUO5qF0ZHho9T6avOAi8AyTLlwAfXXldcR7JLX1DLCMWgzZXFvv8AP2i6QgstOqEZ8MX5W%7ESS0mwHkJMhtC234TiouvTE0GcZV7ErFMjAats%7EOPqJj6pp9oh3azAdUqXR%7EBRTlZIZCe5E5oTkBzS3m33LT7cRt5cVSSw__&Key-Pair-Id=KVTP0A1DKRTAX [following]\r\n", + "--2023-08-26 13:29:35-- https://cdn-lfs.huggingface.co/repos/69/e5/69e55a6299441d3070ee1690632f8d12440ea004de9c6a51b873ccd49ea78ea0/5f93b1f6f6f7fb2193130a3a51f8ed41a0541b1b5eab100ca9318c8218d481fa?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27v5-L6-D4096-E0_1-mem-ctx-8k.pth%3B+filename%3D%22v5-L6-D4096-E0_1-mem-ctx-8k.pth%22%3B&Expires=1693315775&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzMxNTc3NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy82OS9lNS82OWU1NWE2Mjk5NDQxZDMwNzBlZTE2OTA2MzJmOGQxMjQ0MGVhMDA0ZGU5YzZhNTFiODczY2NkNDllYTc4ZWEwLzVmOTNiMWY2ZjZmN2ZiMjE5MzEzMGEzYTUxZjhlZDQxYTA1NDFiMWI1ZWFiMTAwY2E5MzE4YzgyMThkNDgxZmE%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=0PAV9vjTAoSaKMEFt4ra050ppnm5%7EebPodEspDpM%7Egvrid9e19xm4sLLXhnWRGgm63iOJ2eZykOhOquOiG9HtoO5NACC2I3xGt4x8Ti%7Eujc0ObTE8Ks9NcRCIrd2B5DeiQANgL-qAUZfh5hj9MGOyy7MMQZNET%7E7eTFHVGLpB2ijJYbdQPjUO5qF0ZHho9T6avOAi8AyTLlwAfXXldcR7JLX1DLCMWgzZXFvv8AP2i6QgstOqEZ8MX5W%7ESS0mwHkJMhtC234TiouvTE0GcZV7ErFMjAats%7EOPqJj6pp9oh3azAdUqXR%7EBRTlZIZCe5E5oTkBzS3m33LT7cRt5cVSSw__&Key-Pair-Id=KVTP0A1DKRTAX\r\n", + "Resolving cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)... 108.138.64.49, 108.138.64.36, 108.138.64.111, ...\r\n", + "Connecting to cdn-lfs.huggingface.co (cdn-lfs.huggingface.co)|108.138.64.49|:443... connected.\r\n", + "HTTP request sent, awaiting response... " ] }, { "name": "stdout", "output_type": "stream", "text": [ + "200 OK\r\n", + "Length: 3441599237 (3.2G) [binary/octet-stream]\r\n", + "Saving to: ‘v5-L6-D4096-E0_1-mem-ctx-8k.pth’\r\n", + "\r\n", "\r", - "m-ctx-8k.pth 14%[=> ] 809.59M 41.2MB/s eta 1m 53s " + " v5-L6-D40 0%[ ] 0 --.-KB/s " ] }, { @@ -4564,7 +4583,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 14%[=> ] 823.97M 43.5MB/s eta 1m 53s " + " v5-L6-D409 0%[ ] 14.45M 72.2MB/s " ] }, { @@ -4572,7 +4591,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 14%[=> ] 838.71M 42.0MB/s eta 1m 53s " + " v5-L6-D4096 0%[ ] 30.00M 69.8MB/s " ] }, { @@ -4580,7 +4599,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 14%[=> ] 841.85M 41.5MB/s eta 1m 53s " + " v5-L6-D4096- 1%[ ] 45.78M 62.5MB/s " ] }, { @@ -4588,7 +4607,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 14%[=> ] 854.49M 40.3MB/s eta 1m 52s " + " v5-L6-D4096-E 1%[ ] 63.10M 66.9MB/s " ] }, { @@ -4596,7 +4615,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 14%[=> ] 857.55M 37.3MB/s eta 1m 52s " + " v5-L6-D4096-E0 2%[ ] 76.29M 62.0MB/s " ] }, { @@ -4604,7 +4623,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 15%[==> ] 869.75M 40.7MB/s eta 1m 52s " + " v5-L6-D4096-E0_ 2%[ ] 91.55M 61.2MB/s " ] }, { @@ -4612,7 +4631,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 15%[==> ] 879.33M 39.7MB/s eta 1m 52s " + " v5-L6-D4096-E0_1 3%[ ] 106.81M 61.9MB/s " ] }, { @@ -4620,7 +4639,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 15%[==> ] 884.49M 40.9MB/s eta 1m 52s " + " v5-L6-D4096-E0_1- 3%[ ] 122.07M 61.9MB/s " ] }, { @@ -4628,7 +4647,7 @@ "output_type": "stream", "text": [ "\r", - "pth 15%[==> ] 889.88M 38.8MB/s eta 1m 52s " + " v5-L6-D4096-E0_1-m 4%[ ] 137.33M 61.2MB/s " ] }, { @@ -4636,7 +4655,7 @@ "output_type": "stream", "text": [ "\r", - "th 15%[==> ] 897.75M 39.9MB/s eta 1m 52s " + "v5-L6-D4096-E0_1-me 4%[ ] 152.59M 59.0MB/s " ] }, { @@ -4644,7 +4663,7 @@ "output_type": "stream", "text": [ "\r", - "h 15%[==> ] 915.53M 38.6MB/s eta 1m 52s " + "5-L6-D4096-E0_1-mem 5%[> ] 167.85M 59.2MB/s " ] }, { @@ -4652,7 +4671,7 @@ "output_type": "stream", "text": [ "\r", - " 16%[==> ] 930.78M 38.1MB/s eta 1m 52s " + "-L6-D4096-E0_1-mem- 5%[> ] 183.10M 59.3MB/s eta 52s " ] }, { @@ -4660,7 +4679,7 @@ "output_type": "stream", "text": [ "\r", - " E 16%[==> ] 941.84M 37.3MB/s eta 1m 52s " + "L6-D4096-E0_1-mem-c 6%[> ] 200.07M 60.9MB/s eta 52s " ] }, { @@ -4668,7 +4687,7 @@ "output_type": "stream", "text": [ "\r", - " EW 16%[==> ] 943.71M 37.1MB/s eta 1m 52s " + "6-D4096-E0_1-mem-ct 6%[> ] 213.62M 61.3MB/s eta 52s " ] }, { @@ -4676,7 +4695,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 16%[==> ] 945.90M 34.5MB/s eta 1m 52s " + "-D4096-E0_1-mem-ctx 6%[> ] 228.36M 61.9MB/s eta 52s " ] }, { @@ -4684,7 +4703,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 16%[==> ] 957.54M 37.2MB/s eta 1m 52s " + "D4096-E0_1-mem-ctx- 7%[> ] 231.28M 58.9MB/s eta 52s " ] }, { @@ -4692,7 +4711,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 16%[==> ] 961.30M 34.2MB/s eta 1m 52s " + "4096-E0_1-mem-ctx-8 7%[> ] 245.59M 59.4MB/s eta 51s " ] }, { @@ -4700,7 +4719,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 16%[==> ] 976.55M 34.6MB/s eta 1m 53s " + "096-E0_1-mem-ctx-8k 7%[> ] 259.40M 59.2MB/s eta 51s " ] }, { @@ -4708,7 +4727,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 17%[==> ] 991.82M 37.2MB/s eta 1m 53s " + "96-E0_1-mem-ctx-8k. 8%[> ] 274.66M 54.8MB/s eta 51s " ] }, { @@ -4716,7 +4735,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 17%[==> ] 1007M 37.8MB/s eta 1m 53s " + "6-E0_1-mem-ctx-8k.p 8%[> ] 289.92M 54.4MB/s eta 51s " ] }, { @@ -4724,7 +4743,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 17%[==> ] 1007M 36.4MB/s eta 1m 53s " + "-E0_1-mem-ctx-8k.pt 9%[> ] 303.43M 56.3MB/s eta 52s " ] }, { @@ -4732,7 +4751,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 17%[==> ] 1011M 34.6MB/s eta 1m 53s " + "E0_1-mem-ctx-8k.pth 9%[> ] 320.43M 56.5MB/s eta 52s " ] }, { @@ -4740,7 +4759,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 17%[==> ] 1022M 36.0MB/s eta 1m 52s " + "0_1-mem-ctx-8k.pth 10%[=> ] 335.69M 51.5MB/s eta 52s " ] }, { @@ -4748,7 +4767,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 17%[==> ] 1.01G 36.2MB/s eta 1m 52s " + "_1-mem-ctx-8k.pth 10%[=> ] 350.95M 54.7MB/s eta 52s " ] }, { @@ -4756,7 +4775,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 18%[==> ] 1.03G 37.6MB/s eta 1m 52s " + "1-mem-ctx-8k.pth 11%[=> ] 373.65M 55.9MB/s eta 49s " ] }, { @@ -4764,7 +4783,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 18%[==> ] 1.03G 36.0MB/s eta 1m 52s " + "-mem-ctx-8k.pth 11%[=> ] 381.47M 55.3MB/s eta 49s " ] }, { @@ -4772,7 +4791,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 18%[==> ] 1.04G 36.9MB/s eta 1m 51s " + "mem-ctx-8k.pth 12%[=> ] 396.22M 54.8MB/s eta 49s " ] }, { @@ -4780,7 +4799,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 18%[==> ] 1.06G 34.0MB/s eta 1m 51s " + "em-ctx-8k.pth 12%[=> ] 410.16M 53.9MB/s eta 49s " ] }, { @@ -4788,7 +4807,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 18%[==> ] 1.07G 36.7MB/s eta 1m 51s " + "m-ctx-8k.pth 13%[=> ] 426.73M 54.2MB/s eta 50s " ] }, { @@ -4796,7 +4815,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 19%[==> ] 1.07G 34.1MB/s eta 1m 51s " + "-ctx-8k.pth 13%[=> ] 434.90M 52.6MB/s eta 50s " ] }, { @@ -4804,7 +4823,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 19%[==> ] 1.09G 36.6MB/s eta 1m 51s " + "ctx-8k.pth 13%[=> ] 442.51M 50.9MB/s eta 50s " ] }, { @@ -4812,7 +4831,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 19%[==> ] 1.10G 39.1MB/s eta 1m 51s " + "tx-8k.pth 13%[=> ] 457.76M 50.4MB/s eta 50s " ] }, { @@ -4820,7 +4839,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 19%[==> ] 1.11G 39.9MB/s eta 1m 51s " + "x-8k.pth 14%[=> ] 485.65M 56.9MB/s eta 48s " ] }, { @@ -4828,7 +4847,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 19%[==> ] 1.12G 40.3MB/s eta 1m 51s " + "-8k.pth 15%[==> ] 503.54M 57.4MB/s eta 48s " ] }, { @@ -4836,7 +4855,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 20%[===> ] 1.14G 41.6MB/s eta 1m 51s " + "8k.pth 15%[==> ] 518.80M 54.0MB/s eta 48s " ] }, { @@ -4844,7 +4863,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 20%[===> ] 1.15G 40.8MB/s eta 1m 48s " + "k.pth 16%[==> ] 533.54M 55.1MB/s eta 48s " ] }, { @@ -4852,7 +4871,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 20%[===> ] 1.16G 43.4MB/s eta 1m 48s " + ".pth 16%[==> ] 542.02M 54.1MB/s eta 48s " ] }, { @@ -4860,7 +4879,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 20%[===> ] 1.16G 40.8MB/s eta 1m 48s " + "pth 16%[==> ] 549.31M 54.7MB/s eta 48s " ] }, { @@ -4868,7 +4887,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 20%[===> ] 1.18G 40.5MB/s eta 1m 48s " + "th 17%[==> ] 564.58M 52.2MB/s eta 48s " ] }, { @@ -4876,7 +4895,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 21%[===> ] 1.19G 45.1MB/s eta 1m 48s " + "h 17%[==> ] 573.01M 50.2MB/s eta 48s " ] }, { @@ -4884,7 +4903,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 21%[===> ] 1.20G 44.9MB/s eta 1m 47s " + " 17%[==> ] 582.65M 51.6MB/s eta 48s " ] }, { @@ -4892,7 +4911,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 21%[===> ] 1.21G 43.8MB/s eta 1m 47s " + " v 18%[==> ] 595.09M 49.7MB/s eta 49s " ] }, { @@ -4900,7 +4919,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 21%[===> ] 1.21G 42.0MB/s eta 1m 47s " + " v5 18%[==> ] 609.84M 52.8MB/s eta 49s " ] }, { @@ -4908,7 +4927,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 21%[===> ] 1.22G 42.6MB/s eta 1m 47s " + " v5- 18%[==> ] 612.47M 50.4MB/s eta 49s " ] }, { @@ -4916,7 +4935,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 21%[===> ] 1.24G 41.8MB/s eta 1m 46s " + " v5-L 19%[==> ] 625.09M 47.8MB/s eta 49s " ] }, { @@ -4924,7 +4943,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 22%[===> ] 1.25G 43.7MB/s eta 1m 46s " + " v5-L6 19%[==> ] 635.59M 49.6MB/s eta 49s " ] }, { @@ -4932,7 +4951,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 22%[===> ] 1.27G 47.1MB/s eta 1m 46s " + " v5-L6- 19%[==> ] 640.87M 47.2MB/s eta 49s " ] }, { @@ -4940,7 +4959,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 22%[===> ] 1.27G 43.4MB/s eta 1m 46s " + " v5-L6-D 19%[==> ] 656.13M 48.2MB/s eta 49s " ] }, { @@ -4948,7 +4967,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 22%[===> ] 1.28G 46.2MB/s eta 1m 46s " + " v5-L6-D4 20%[===> ] 671.38M 44.8MB/s eta 49s " ] }, { @@ -4956,7 +4975,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 22%[===> ] 1.29G 45.2MB/s eta 1m 45s " + " v5-L6-D40 20%[===> ] 686.64M 44.8MB/s eta 49s " ] }, { @@ -4964,7 +4983,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 22%[===> ] 1.30G 43.1MB/s eta 1m 45s " + " v5-L6-D409 21%[===> ] 706.19M 47.9MB/s eta 48s " ] }, { @@ -4972,7 +4991,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 23%[===> ] 1.31G 41.9MB/s eta 1m 45s " + " v5-L6-D4096 21%[===> ] 717.16M 47.2MB/s eta 48s " ] }, { @@ -4980,7 +4999,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 23%[===> ] 1.31G 39.3MB/s eta 1m 45s " + " v5-L6-D4096- 22%[===> ] 732.42M 46.3MB/s eta 48s " ] }, { @@ -4988,7 +5007,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 23%[===> ] 1.33G 39.3MB/s eta 1m 45s " + " v5-L6-D4096-E 22%[===> ] 745.86M 46.4MB/s eta 48s " ] }, { @@ -4996,7 +5015,7 @@ "output_type": "stream", "text": [ "\r", - "pth 23%[===> ] 1.34G 39.3MB/s eta 1m 45s " + " v5-L6-D4096-E0 23%[===> ] 759.61M 48.3MB/s eta 47s " ] }, { @@ -5004,7 +5023,7 @@ "output_type": "stream", "text": [ "\r", - "th 24%[===> ] 1.36G 40.4MB/s eta 1m 45s " + " v5-L6-D4096-E0_ 23%[===> ] 767.09M 48.3MB/s eta 47s " ] }, { @@ -5012,7 +5031,7 @@ "output_type": "stream", "text": [ "\r", - "h 24%[===> ] 1.37G 42.9MB/s eta 1m 45s " + " v5-L6-D4096-E0_1 23%[===> ] 778.20M 48.2MB/s eta 47s " ] }, { @@ -5020,7 +5039,7 @@ "output_type": "stream", "text": [ "\r", - " 24%[===> ] 1.38G 42.9MB/s eta 1m 42s " + " v5-L6-D4096-E0_1- 24%[===> ] 793.46M 49.1MB/s eta 47s " ] }, { @@ -5028,7 +5047,7 @@ "output_type": "stream", "text": [ "\r", - " E 24%[===> ] 1.39G 44.0MB/s eta 1m 42s " + " v5-L6-D4096-E0_1-m 24%[===> ] 808.71M 49.6MB/s eta 46s " ] }, { @@ -5036,7 +5055,7 @@ "output_type": "stream", "text": [ "\r", - " EW 24%[===> ] 1.40G 42.5MB/s eta 1m 42s " + "v5-L6-D4096-E0_1-me 25%[====> ] 823.46M 51.8MB/s eta 46s " ] }, { @@ -5044,7 +5063,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 25%[====> ] 1.42G 45.6MB/s eta 1m 42s " + "5-L6-D4096-E0_1-mem 25%[====> ] 839.23M 53.6MB/s eta 46s " ] }, { @@ -5052,7 +5071,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 25%[====> ] 1.43G 45.6MB/s eta 1m 42s " + "-L6-D4096-E0_1-mem- 26%[====> ] 854.49M 52.4MB/s eta 46s " ] }, { @@ -5060,7 +5079,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 25%[====> ] 1.44G 43.5MB/s eta 1m 41s " + "L6-D4096-E0_1-mem-c 26%[====> ] 874.75M 54.5MB/s eta 45s " ] }, { @@ -5068,7 +5087,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 25%[====> ] 1.45G 44.9MB/s eta 1m 41s " + "6-D4096-E0_1-mem-ct 27%[====> ] 888.17M 57.6MB/s eta 45s " ] }, { @@ -5076,7 +5095,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 25%[====> ] 1.46G 44.4MB/s eta 1m 41s " + "-D4096-E0_1-mem-ctx 27%[====> ] 900.27M 56.0MB/s eta 45s " ] }, { @@ -5084,7 +5103,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 25%[====> ] 1.46G 43.8MB/s eta 1m 41s " + "D4096-E0_1-mem-ctx- 27%[====> ] 915.53M 56.1MB/s eta 45s " ] }, { @@ -5092,7 +5111,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 26%[====> ] 1.47G 43.9MB/s eta 1m 41s " + "4096-E0_1-mem-ctx-8 28%[====> ] 930.78M 55.9MB/s eta 45s " ] }, { @@ -5100,7 +5119,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 26%[====> ] 1.48G 44.1MB/s eta 1m 40s " + "096-E0_1-mem-ctx-8k 28%[====> ] 946.04M 55.5MB/s eta 43s " ] }, { @@ -5108,7 +5127,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 26%[====> ] 1.49G 43.7MB/s eta 1m 40s " + "96-E0_1-mem-ctx-8k. 29%[====> ] 963.36M 57.9MB/s eta 43s " ] }, { @@ -5116,7 +5135,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 26%[====> ] 1.50G 44.9MB/s eta 1m 40s " + "6-E0_1-mem-ctx-8k.p 29%[====> ] 967.61M 56.2MB/s eta 43s " ] }, { @@ -5124,7 +5143,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 26%[====> ] 1.52G 42.6MB/s eta 99s " + "-E0_1-mem-ctx-8k.pt 29%[====> ] 976.05M 56.5MB/s eta 43s " ] }, { @@ -5132,7 +5151,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 27%[====> ] 1.53G 45.9MB/s eta 99s " + "E0_1-mem-ctx-8k.pth 30%[=====> ] 988.87M 56.9MB/s eta 43s " ] }, { @@ -5140,7 +5159,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 27%[====> ] 1.55G 45.0MB/s eta 99s " + "0_1-mem-ctx-8k.pth 30%[=====> ] 1002M 56.3MB/s eta 42s " ] }, { @@ -5148,7 +5167,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 27%[====> ] 1.55G 44.0MB/s eta 99s " + "_1-mem-ctx-8k.pth 30%[=====> ] 1007M 55.5MB/s eta 42s " ] }, { @@ -5156,7 +5175,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 27%[====> ] 1.56G 43.3MB/s eta 98s " + "1-mem-ctx-8k.pth 31%[=====> ] 1.00G 54.9MB/s eta 42s " ] }, { @@ -5164,7 +5183,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 27%[====> ] 1.57G 42.3MB/s eta 98s " + "-mem-ctx-8k.pth 31%[=====> ] 1.01G 55.9MB/s eta 42s " ] }, { @@ -5172,7 +5191,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 27%[====> ] 1.58G 42.6MB/s eta 98s " + "mem-ctx-8k.pth 32%[=====> ] 1.03G 55.6MB/s eta 41s " ] }, { @@ -5180,7 +5199,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 28%[====> ] 1.59G 43.4MB/s eta 98s " + "em-ctx-8k.pth 32%[=====> ] 1.04G 55.3MB/s eta 41s " ] }, { @@ -5188,7 +5207,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 28%[====> ] 1.59G 40.2MB/s eta 98s " + "m-ctx-8k.pth 32%[=====> ] 1.04G 50.9MB/s eta 41s " ] }, { @@ -5196,7 +5215,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 28%[====> ] 1.61G 39.3MB/s eta 97s " + "-ctx-8k.pth 32%[=====> ] 1.06G 50.5MB/s eta 41s " ] }, { @@ -5204,7 +5223,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 28%[====> ] 1.61G 39.9MB/s eta 97s " + "ctx-8k.pth 33%[=====> ] 1.07G 50.0MB/s eta 41s " ] }, { @@ -5212,7 +5231,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 28%[====> ] 1.63G 38.4MB/s eta 97s " + "tx-8k.pth 33%[=====> ] 1.08G 47.6MB/s eta 41s " ] }, { @@ -5220,7 +5239,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 28%[====> ] 1.63G 40.2MB/s eta 97s " + "x-8k.pth 33%[=====> ] 1.09G 47.3MB/s eta 41s " ] }, { @@ -5228,7 +5247,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 29%[====> ] 1.64G 38.5MB/s eta 97s " + "-8k.pth 34%[=====> ] 1.10G 46.2MB/s eta 41s " ] }, { @@ -5236,7 +5255,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 29%[====> ] 1.65G 38.1MB/s eta 97s " + "8k.pth 34%[=====> ] 1.12G 46.2MB/s eta 41s " ] }, { @@ -5244,7 +5263,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 29%[====> ] 1.67G 38.2MB/s eta 97s " + "k.pth 35%[======> ] 1.13G 47.4MB/s eta 40s " ] }, { @@ -5252,7 +5271,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 29%[====> ] 1.68G 41.0MB/s eta 97s " + ".pth 35%[======> ] 1.15G 50.8MB/s eta 40s " ] }, { @@ -5260,7 +5279,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 29%[====> ] 1.68G 39.2MB/s eta 96s " + "pth 36%[======> ] 1.16G 52.5MB/s eta 40s " ] }, { @@ -5268,7 +5287,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 30%[=====> ] 1.70G 37.8MB/s eta 96s " + "th 36%[======> ] 1.16G 49.3MB/s eta 40s " ] }, { @@ -5276,7 +5295,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 30%[=====> ] 1.72G 43.1MB/s eta 96s " + "h 36%[======> ] 1.18G 49.9MB/s eta 40s " ] }, { @@ -5284,7 +5303,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 30%[=====> ] 1.73G 40.9MB/s eta 96s " + " 37%[======> ] 1.19G 48.9MB/s eta 39s " ] }, { @@ -5292,7 +5311,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 30%[=====> ] 1.74G 43.3MB/s eta 94s " + " v 37%[======> ] 1.21G 49.5MB/s eta 39s " ] }, { @@ -5300,7 +5319,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 31%[=====> ] 1.76G 44.5MB/s eta 94s " + " v5 37%[======> ] 1.21G 46.1MB/s eta 39s " ] }, { @@ -5308,7 +5327,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 31%[=====> ] 1.77G 43.4MB/s eta 94s " + " v5- 38%[======> ] 1.23G 50.5MB/s eta 39s " ] }, { @@ -5316,7 +5335,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 31%[=====> ] 1.79G 43.4MB/s eta 93s " + " v5-L 38%[======> ] 1.24G 49.0MB/s eta 39s " ] }, { @@ -5324,7 +5343,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 31%[=====> ] 1.80G 45.5MB/s eta 93s " + " v5-L6 39%[======> ] 1.25G 50.9MB/s eta 38s " ] }, { @@ -5332,7 +5351,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 31%[=====> ] 1.80G 43.8MB/s eta 93s " + " v5-L6- 39%[======> ] 1.26G 52.1MB/s eta 38s " ] }, { @@ -5340,7 +5359,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 32%[=====> ] 1.82G 44.6MB/s eta 93s " + " v5-L6-D 39%[======> ] 1.27G 49.5MB/s eta 38s " ] }, { @@ -5348,7 +5367,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 32%[=====> ] 1.82G 42.7MB/s eta 93s " + " v5-L6-D4 39%[======> ] 1.28G 50.0MB/s eta 38s " ] }, { @@ -5356,7 +5375,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 32%[=====> ] 1.83G 42.1MB/s eta 93s " + " v5-L6-D40 40%[=======> ] 1.29G 50.0MB/s eta 37s " ] }, { @@ -5364,7 +5383,7 @@ "output_type": "stream", "text": [ "\r", - "pth 32%[=====> ] 1.84G 44.6MB/s eta 93s " + " v5-L6-D409 40%[=======> ] 1.31G 48.3MB/s eta 37s " ] }, { @@ -5372,7 +5391,7 @@ "output_type": "stream", "text": [ "\r", - "th 32%[=====> ] 1.85G 41.3MB/s eta 93s " + " v5-L6-D4096 41%[=======> ] 1.32G 47.8MB/s eta 37s " ] }, { @@ -5380,7 +5399,7 @@ "output_type": "stream", "text": [ "\r", - "h 32%[=====> ] 1.86G 40.6MB/s eta 91s " + " v5-L6-D4096- 41%[=======> ] 1.33G 45.3MB/s eta 37s " ] }, { @@ -5388,7 +5407,7 @@ "output_type": "stream", "text": [ "\r", - " 33%[=====> ] 1.87G 43.2MB/s eta 91s " + " v5-L6-D4096-E 41%[=======> ] 1.34G 46.9MB/s eta 36s " ] }, { @@ -5396,7 +5415,7 @@ "output_type": "stream", "text": [ "\r", - " E 33%[=====> ] 1.88G 39.2MB/s eta 91s " + " v5-L6-D4096-E0 42%[=======> ] 1.36G 47.6MB/s eta 36s " ] }, { @@ -5404,7 +5423,7 @@ "output_type": "stream", "text": [ "\r", - " EW 33%[=====> ] 1.88G 37.0MB/s eta 91s " + " v5-L6-D4096-E0_ 42%[=======> ] 1.37G 51.0MB/s eta 36s " ] }, { @@ -5412,7 +5431,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 33%[=====> ] 1.89G 35.3MB/s eta 91s " + " v5-L6-D4096-E0_1 43%[=======> ] 1.38G 49.1MB/s eta 36s " ] }, { @@ -5420,7 +5439,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 33%[=====> ] 1.91G 37.0MB/s eta 91s " + " v5-L6-D4096-E0_1- 43%[=======> ] 1.39G 45.8MB/s eta 36s " ] }, { @@ -5428,7 +5447,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 33%[=====> ] 1.92G 35.6MB/s eta 91s " + " v5-L6-D4096-E0_1-m 43%[=======> ] 1.40G 46.1MB/s eta 35s " ] }, { @@ -5436,7 +5455,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 34%[=====> ] 1.92G 36.1MB/s eta 91s " + "v5-L6-D4096-E0_1-me 44%[=======> ] 1.42G 48.0MB/s eta 35s " ] }, { @@ -5444,7 +5463,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 34%[=====> ] 1.94G 37.9MB/s eta 91s " + "5-L6-D4096-E0_1-mem 44%[=======> ] 1.43G 47.6MB/s eta 35s " ] }, { @@ -5452,7 +5471,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 34%[=====> ] 1.95G 39.7MB/s eta 89s " + "-L6-D4096-E0_1-mem- 45%[========> ] 1.45G 48.4MB/s eta 35s " ] }, { @@ -5460,7 +5479,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 34%[=====> ] 1.97G 41.9MB/s eta 89s " + "L6-D4096-E0_1-mem-c 45%[========> ] 1.46G 50.4MB/s eta 35s " ] }, { @@ -5468,7 +5487,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 35%[======> ] 1.98G 42.5MB/s eta 89s " + "6-D4096-E0_1-mem-ct 45%[========> ] 1.46G 47.4MB/s eta 34s " ] }, { @@ -5476,7 +5495,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 35%[======> ] 2.00G 43.7MB/s eta 89s " + "-D4096-E0_1-mem-ctx 46%[========> ] 1.47G 49.5MB/s eta 34s " ] }, { @@ -5484,7 +5503,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 35%[======> ] 2.00G 43.1MB/s eta 88s " + "D4096-E0_1-mem-ctx- 46%[========> ] 1.49G 51.1MB/s eta 34s " ] }, { @@ -5492,7 +5511,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 35%[======> ] 2.01G 41.4MB/s eta 88s " + "4096-E0_1-mem-ctx-8 46%[========> ] 1.50G 51.9MB/s eta 34s " ] }, { @@ -5500,7 +5519,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 35%[======> ] 2.03G 44.7MB/s eta 88s " + "096-E0_1-mem-ctx-8k 47%[========> ] 1.52G 53.6MB/s eta 33s " ] }, { @@ -5508,7 +5527,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 36%[======> ] 2.04G 44.7MB/s eta 88s " + "96-E0_1-mem-ctx-8k. 47%[========> ] 1.53G 52.3MB/s eta 33s " ] }, { @@ -5516,7 +5535,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 36%[======> ] 2.05G 46.8MB/s eta 86s " + "6-E0_1-mem-ctx-8k.p 48%[========> ] 1.55G 50.6MB/s eta 33s " ] }, { @@ -5524,7 +5543,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 36%[======> ] 2.06G 48.3MB/s eta 86s " + "-E0_1-mem-ctx-8k.pt 48%[========> ] 1.55G 50.5MB/s eta 33s " ] }, { @@ -5532,7 +5551,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 36%[======> ] 2.07G 49.5MB/s eta 86s " + "E0_1-mem-ctx-8k.pth 48%[========> ] 1.56G 50.3MB/s eta 32s " ] }, { @@ -5540,7 +5559,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 36%[======> ] 2.08G 49.0MB/s eta 86s " + "0_1-mem-ctx-8k.pth 49%[========> ] 1.58G 53.0MB/s eta 32s " ] }, { @@ -5548,7 +5567,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 37%[======> ] 2.10G 52.4MB/s eta 86s " + "_1-mem-ctx-8k.pth 49%[========> ] 1.59G 53.6MB/s eta 32s " ] }, { @@ -5556,7 +5575,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 37%[======> ] 2.10G 48.9MB/s eta 85s " + "1-mem-ctx-8k.pth 50%[=========> ] 1.61G 54.7MB/s eta 32s " ] }, { @@ -5564,7 +5583,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 37%[======> ] 2.12G 46.7MB/s eta 85s " + "-mem-ctx-8k.pth 50%[=========> ] 1.62G 51.3MB/s eta 31s " ] }, { @@ -5572,7 +5591,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 37%[======> ] 2.13G 46.7MB/s eta 85s " + "mem-ctx-8k.pth 51%[=========> ] 1.64G 52.6MB/s eta 31s " ] }, { @@ -5580,7 +5599,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 38%[======> ] 2.15G 45.1MB/s eta 84s " + "em-ctx-8k.pth 51%[=========> ] 1.66G 55.2MB/s eta 31s " ] }, { @@ -5588,7 +5607,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 38%[======> ] 2.16G 43.6MB/s eta 84s " + "m-ctx-8k.pth 52%[=========> ] 1.67G 54.2MB/s eta 31s " ] }, { @@ -5596,7 +5615,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 38%[======> ] 2.17G 44.2MB/s eta 84s " + "-ctx-8k.pth 52%[=========> ] 1.68G 54.9MB/s eta 30s " ] }, { @@ -5604,7 +5623,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 38%[======> ] 2.17G 42.6MB/s eta 84s " + "ctx-8k.pth 52%[=========> ] 1.70G 52.2MB/s eta 30s " ] }, { @@ -5612,7 +5631,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 38%[======> ] 2.19G 44.6MB/s eta 83s " + "tx-8k.pth 53%[=========> ] 1.71G 53.8MB/s eta 30s " ] }, { @@ -5620,7 +5639,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 39%[======> ] 2.20G 43.8MB/s eta 83s " + "x-8k.pth 53%[=========> ] 1.71G 50.7MB/s eta 30s " ] }, { @@ -5628,7 +5647,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 39%[======> ] 2.22G 44.4MB/s eta 83s " + "-8k.pth 53%[=========> ] 1.73G 51.9MB/s eta 29s " ] }, { @@ -5636,7 +5655,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 39%[======> ] 2.23G 47.0MB/s eta 83s " + "8k.pth 54%[=========> ] 1.74G 51.9MB/s eta 29s " ] }, { @@ -5644,7 +5663,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 39%[======> ] 2.25G 46.2MB/s eta 81s " + "k.pth 54%[=========> ] 1.76G 54.8MB/s eta 29s " ] }, { @@ -5652,7 +5671,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 39%[======> ] 2.25G 44.5MB/s eta 81s " + ".pth 55%[==========> ] 1.77G 55.4MB/s eta 29s " ] }, { @@ -5660,7 +5679,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 40%[=======> ] 2.26G 45.0MB/s eta 81s " + "pth 55%[==========> ] 1.79G 55.1MB/s eta 29s " ] }, { @@ -5668,7 +5687,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 40%[=======> ] 2.28G 44.9MB/s eta 81s " + "th 56%[==========> ] 1.80G 55.7MB/s eta 27s " ] }, { @@ -5676,7 +5695,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 40%[=======> ] 2.29G 43.2MB/s eta 80s " + "h 56%[==========> ] 1.82G 57.3MB/s eta 27s " ] }, { @@ -5684,7 +5703,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 40%[=======> ] 2.31G 47.7MB/s eta 80s " + " 56%[==========> ] 1.82G 53.5MB/s eta 27s " ] }, { @@ -5692,7 +5711,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 40%[=======> ] 2.31G 43.4MB/s eta 80s " + " v 57%[==========> ] 1.83G 52.6MB/s eta 27s " ] }, { @@ -5700,7 +5719,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 41%[=======> ] 2.32G 46.1MB/s eta 80s " + " v5 57%[==========> ] 1.85G 55.3MB/s eta 27s " ] }, { @@ -5708,7 +5727,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 41%[=======> ] 2.33G 46.9MB/s eta 80s " + " v5- 58%[==========> ] 1.86G 54.3MB/s eta 26s " ] }, { @@ -5716,7 +5735,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 41%[=======> ] 2.34G 46.2MB/s eta 79s " + " v5-L 58%[==========> ] 1.86G 50.9MB/s eta 26s " ] }, { @@ -5724,7 +5743,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 41%[=======> ] 2.35G 46.5MB/s eta 79s " + " v5-L6 58%[==========> ] 1.88G 50.6MB/s eta 26s " ] }, { @@ -5732,7 +5751,7 @@ "output_type": "stream", "text": [ "\r", - "pth 41%[=======> ] 2.37G 46.2MB/s eta 79s " + " v5-L6- 59%[==========> ] 1.89G 51.7MB/s eta 26s " ] }, { @@ -5740,7 +5759,7 @@ "output_type": "stream", "text": [ "\r", - "th 42%[=======> ] 2.38G 46.2MB/s eta 79s " + " v5-L6-D 59%[==========> ] 1.91G 51.6MB/s eta 25s " ] }, { @@ -5748,7 +5767,7 @@ "output_type": "stream", "text": [ "\r", - "h 42%[=======> ] 2.38G 43.9MB/s eta 78s " + " v5-L6-D4 59%[==========> ] 1.92G 50.9MB/s eta 25s " ] }, { @@ -5756,7 +5775,7 @@ "output_type": "stream", "text": [ "\r", - " 42%[=======> ] 2.40G 42.8MB/s eta 78s " + " v5-L6-D40 60%[===========> ] 1.93G 51.7MB/s eta 25s " ] }, { @@ -5764,7 +5783,7 @@ "output_type": "stream", "text": [ "\r", - " E 42%[=======> ] 2.41G 42.4MB/s eta 78s " + " v5-L6-D409 60%[===========> ] 1.94G 50.8MB/s eta 25s " ] }, { @@ -5772,7 +5791,7 @@ "output_type": "stream", "text": [ "\r", - " EW 42%[=======> ] 2.41G 41.4MB/s eta 78s " + " v5-L6-D4096 60%[===========> ] 1.95G 52.2MB/s eta 25s " ] }, { @@ -5780,7 +5799,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 42%[=======> ] 2.41G 40.8MB/s eta 78s " + " v5-L6-D4096- 61%[===========> ] 1.97G 51.5MB/s eta 25s " ] }, { @@ -5788,7 +5807,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 42%[=======> ] 2.42G 38.1MB/s eta 77s " + " v5-L6-D4096-E 61%[===========> ] 1.98G 50.4MB/s eta 25s " ] }, { @@ -5796,7 +5815,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 43%[=======> ] 2.43G 37.2MB/s eta 77s " + " v5-L6-D4096-E0 62%[===========> ] 2.00G 49.6MB/s eta 25s " ] }, { @@ -5804,7 +5823,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 43%[=======> ] 2.44G 36.3MB/s eta 77s " + " v5-L6-D4096-E0_ 62%[===========> ] 2.01G 49.4MB/s eta 23s " ] }, { @@ -5812,7 +5831,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 43%[=======> ] 2.45G 37.6MB/s eta 77s " + " v5-L6-D4096-E0_1 63%[===========> ] 2.03G 48.8MB/s eta 23s " ] }, { @@ -5820,7 +5839,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 43%[=======> ] 2.46G 36.6MB/s eta 77s " + " v5-L6-D4096-E0_1- 63%[===========> ] 2.04G 51.1MB/s eta 23s " ] }, { @@ -5828,7 +5847,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 43%[=======> ] 2.47G 37.1MB/s eta 76s " + " v5-L6-D4096-E0_1-m 63%[===========> ] 2.05G 50.6MB/s eta 23s " ] }, { @@ -5836,7 +5855,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 44%[=======> ] 2.49G 39.2MB/s eta 76s " + "v5-L6-D4096-E0_1-me 64%[===========> ] 2.06G 50.5MB/s eta 23s " ] }, { @@ -5844,7 +5863,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 44%[=======> ] 2.50G 37.7MB/s eta 76s " + "5-L6-D4096-E0_1-mem 64%[===========> ] 2.07G 51.2MB/s eta 22s " ] }, { @@ -5852,7 +5871,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 44%[=======> ] 2.52G 37.0MB/s eta 76s " + "-L6-D4096-E0_1-mem- 64%[===========> ] 2.08G 51.2MB/s eta 22s " ] }, { @@ -5860,7 +5879,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 44%[=======> ] 2.52G 37.7MB/s eta 75s " + "L6-D4096-E0_1-mem-c 65%[============> ] 2.09G 48.9MB/s eta 22s " ] }, { @@ -5868,7 +5887,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 44%[=======> ] 2.53G 39.3MB/s eta 75s " + "6-D4096-E0_1-mem-ct 65%[============> ] 2.10G 48.0MB/s eta 22s " ] }, { @@ -5876,7 +5895,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 44%[=======> ] 2.54G 38.0MB/s eta 75s " + "-D4096-E0_1-mem-ctx 66%[============> ] 2.12G 50.3MB/s eta 22s " ] }, { @@ -5884,7 +5903,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 45%[========> ] 2.55G 34.9MB/s eta 75s " + "D4096-E0_1-mem-ctx- 66%[============> ] 2.13G 50.1MB/s eta 21s " ] }, { @@ -5892,7 +5911,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 45%[========> ] 2.55G 33.6MB/s eta 75s " + "4096-E0_1-mem-ctx-8 66%[============> ] 2.14G 50.9MB/s eta 21s " ] }, { @@ -5900,7 +5919,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 45%[========> ] 2.56G 34.4MB/s eta 75s " + "096-E0_1-mem-ctx-8k 67%[============> ] 2.16G 52.8MB/s eta 21s " ] }, { @@ -5908,7 +5927,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 45%[========> ] 2.58G 35.9MB/s eta 75s " + "96-E0_1-mem-ctx-8k. 67%[============> ] 2.17G 54.8MB/s eta 21s " ] }, { @@ -5916,7 +5935,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 45%[========> ] 2.59G 37.2MB/s eta 75s " + "6-E0_1-mem-ctx-8k.p 67%[============> ] 2.17G 52.1MB/s eta 21s " ] }, { @@ -5924,7 +5943,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 46%[========> ] 2.61G 39.4MB/s eta 75s " + "-E0_1-mem-ctx-8k.pt 68%[============> ] 2.19G 52.9MB/s eta 20s " ] }, { @@ -5932,7 +5951,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 46%[========> ] 2.62G 39.3MB/s eta 75s " + "E0_1-mem-ctx-8k.pth 68%[============> ] 2.19G 49.6MB/s eta 20s " ] }, { @@ -5940,7 +5959,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 46%[========> ] 2.64G 40.0MB/s eta 75s " + "0_1-mem-ctx-8k.pth 68%[============> ] 2.20G 51.2MB/s eta 20s " ] }, { @@ -5948,7 +5967,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 46%[========> ] 2.64G 38.5MB/s eta 73s " + "_1-mem-ctx-8k.pth 69%[============> ] 2.21G 49.2MB/s eta 20s " ] }, { @@ -5956,7 +5975,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 46%[========> ] 2.65G 40.5MB/s eta 73s " + "1-mem-ctx-8k.pth 69%[============> ] 2.22G 47.1MB/s eta 20s " ] }, { @@ -5964,7 +5983,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 47%[========> ] 2.67G 40.0MB/s eta 73s " + "-mem-ctx-8k.pth 69%[============> ] 2.23G 49.6MB/s eta 19s " ] }, { @@ -5972,7 +5991,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 47%[========> ] 2.68G 41.5MB/s eta 73s " + "mem-ctx-8k.pth 70%[=============> ] 2.25G 49.0MB/s eta 19s " ] }, { @@ -5980,7 +5999,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 47%[========> ] 2.69G 41.1MB/s eta 73s " + "em-ctx-8k.pth 70%[=============> ] 2.26G 48.8MB/s eta 19s " ] }, { @@ -5988,7 +6007,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 47%[========> ] 2.70G 38.8MB/s eta 71s " + "m-ctx-8k.pth 71%[=============> ] 2.28G 49.2MB/s eta 19s " ] }, { @@ -5996,7 +6015,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 47%[========> ] 2.71G 41.2MB/s eta 71s " + "-ctx-8k.pth 71%[=============> ] 2.29G 52.0MB/s eta 18s " ] }, { @@ -6004,7 +6023,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 48%[========> ] 2.71G 42.5MB/s eta 71s " + "ctx-8k.pth 72%[=============> ] 2.31G 51.0MB/s eta 18s " ] }, { @@ -6012,7 +6031,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 48%[========> ] 2.72G 45.5MB/s eta 71s " + "tx-8k.pth 72%[=============> ] 2.32G 51.4MB/s eta 18s " ] }, { @@ -6020,7 +6039,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 48%[========> ] 2.73G 42.6MB/s eta 71s " + "x-8k.pth 72%[=============> ] 2.34G 50.6MB/s eta 18s " ] }, { @@ -6028,7 +6047,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 48%[========> ] 2.74G 41.7MB/s eta 70s " + "-8k.pth 73%[=============> ] 2.35G 50.3MB/s eta 17s " ] }, { @@ -6036,7 +6055,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 48%[========> ] 2.75G 44.8MB/s eta 70s " + "8k.pth 73%[=============> ] 2.35G 49.2MB/s eta 17s " ] }, { @@ -6044,7 +6063,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 48%[========> ] 2.76G 44.6MB/s eta 70s " + "k.pth 73%[=============> ] 2.37G 49.4MB/s eta 17s " ] }, { @@ -6052,7 +6071,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 49%[========> ] 2.77G 42.7MB/s eta 70s " + ".pth 74%[=============> ] 2.38G 50.2MB/s eta 17s " ] }, { @@ -6060,7 +6079,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 49%[========> ] 2.79G 44.0MB/s eta 70s " + "pth 74%[=============> ] 2.39G 48.5MB/s eta 17s " ] }, { @@ -6068,7 +6087,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 49%[========> ] 2.81G 45.8MB/s eta 68s " + "th 74%[=============> ] 2.40G 47.0MB/s eta 16s " ] }, { @@ -6076,7 +6095,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 49%[========> ] 2.81G 47.1MB/s eta 68s " + "h 75%[==============> ] 2.41G 47.5MB/s eta 16s " ] }, { @@ -6084,7 +6103,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 49%[========> ] 2.82G 41.1MB/s eta 68s " + " 75%[==============> ] 2.41G 46.8MB/s eta 16s " ] }, { @@ -6092,7 +6111,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 50%[=========> ] 2.83G 42.8MB/s eta 68s " + " v 75%[==============> ] 2.41G 45.5MB/s eta 16s " ] }, { @@ -6100,7 +6119,7 @@ "output_type": "stream", "text": [ "\r", - "pth 50%[=========> ] 2.85G 43.0MB/s eta 67s " + " v5 76%[==============> ] 2.44G 49.9MB/s eta 16s " ] }, { @@ -6108,7 +6127,7 @@ "output_type": "stream", "text": [ "\r", - "th 50%[=========> ] 2.86G 45.6MB/s eta 67s " + " v5- 76%[==============> ] 2.44G 46.5MB/s eta 15s " ] }, { @@ -6116,7 +6135,7 @@ "output_type": "stream", "text": [ "\r", - "h 50%[=========> ] 2.88G 46.0MB/s eta 67s " + " v5-L 76%[==============> ] 2.46G 46.8MB/s eta 15s " ] }, { @@ -6124,7 +6143,7 @@ "output_type": "stream", "text": [ "\r", - " 51%[=========> ] 2.89G 47.7MB/s eta 67s " + " v5-L6 76%[==============> ] 2.46G 45.3MB/s eta 15s " ] }, { @@ -6132,7 +6151,7 @@ "output_type": "stream", "text": [ "\r", - " E 51%[=========> ] 2.90G 47.0MB/s eta 66s " + " v5-L6- 77%[==============> ] 2.47G 44.0MB/s eta 15s " ] }, { @@ -6140,7 +6159,7 @@ "output_type": "stream", "text": [ "\r", - " EW 51%[=========> ] 2.91G 47.1MB/s eta 66s " + " v5-L6-D 77%[==============> ] 2.49G 46.3MB/s eta 15s " ] }, { @@ -6148,7 +6167,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 51%[=========> ] 2.92G 49.3MB/s eta 66s " + " v5-L6-D4 77%[==============> ] 2.50G 45.0MB/s eta 14s " ] }, { @@ -6156,7 +6175,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 51%[=========> ] 2.92G 46.0MB/s eta 66s " + " v5-L6-D40 78%[==============> ] 2.51G 45.7MB/s eta 14s " ] }, { @@ -6164,7 +6183,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 52%[=========> ] 2.93G 47.6MB/s eta 65s " + " v5-L6-D409 78%[==============> ] 2.52G 46.3MB/s eta 14s " ] }, { @@ -6172,7 +6191,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 52%[=========> ] 2.95G 47.6MB/s eta 65s " + " v5-L6-D4096 79%[==============> ] 2.53G 45.4MB/s eta 14s " ] }, { @@ -6180,7 +6199,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 52%[=========> ] 2.96G 46.1MB/s eta 65s " + " v5-L6-D4096- 79%[==============> ] 2.55G 45.6MB/s eta 14s " ] }, { @@ -6188,7 +6207,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 52%[=========> ] 2.98G 45.3MB/s eta 64s " + " v5-L6-D4096-E 79%[==============> ] 2.56G 48.4MB/s eta 13s " ] }, { @@ -6196,7 +6215,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 53%[=========> ] 2.99G 44.4MB/s eta 64s " + " v5-L6-D4096-E0 80%[===============> ] 2.58G 48.2MB/s eta 13s " ] }, { @@ -6204,7 +6223,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 53%[=========> ] 3.00G 42.1MB/s eta 64s " + " v5-L6-D4096-E0_ 80%[===============> ] 2.58G 46.9MB/s eta 13s " ] }, { @@ -6212,7 +6231,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 53%[=========> ] 3.01G 43.2MB/s eta 64s " + " v5-L6-D4096-E0_1 80%[===============> ] 2.59G 49.3MB/s eta 13s " ] }, { @@ -6220,7 +6239,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 53%[=========> ] 3.01G 42.8MB/s eta 64s " + " v5-L6-D4096-E0_1- 81%[===============> ] 2.61G 45.2MB/s eta 12s " ] }, { @@ -6228,7 +6247,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 53%[=========> ] 3.02G 42.3MB/s eta 63s " + " v5-L6-D4096-E0_1-m 81%[===============> ] 2.62G 48.9MB/s eta 12s " ] }, { @@ -6236,7 +6255,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 53%[=========> ] 3.04G 42.0MB/s eta 63s " + "v5-L6-D4096-E0_1-me 82%[===============> ] 2.64G 48.9MB/s eta 12s " ] }, { @@ -6244,7 +6263,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 53%[=========> ] 3.04G 39.4MB/s eta 63s " + "5-L6-D4096-E0_1-mem 82%[===============> ] 2.65G 49.2MB/s eta 12s " ] }, { @@ -6252,7 +6271,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem 54%[=========> ] 3.05G 38.4MB/s eta 63s " + "-L6-D4096-E0_1-mem- 83%[===============> ] 2.67G 49.8MB/s eta 12s " ] }, { @@ -6260,7 +6279,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem- 54%[=========> ] 3.07G 39.7MB/s eta 62s " + "L6-D4096-E0_1-mem-c 83%[===============> ] 2.68G 50.8MB/s eta 10s " ] }, { @@ -6268,7 +6287,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-mem-c 54%[=========> ] 3.08G 40.7MB/s eta 62s " + "6-D4096-E0_1-mem-ct 84%[===============> ] 2.70G 50.6MB/s eta 10s " ] }, { @@ -6276,7 +6295,7 @@ "output_type": "stream", "text": [ "\r", - "EWR-1B5-E0_1-mem-ct 54%[=========> ] 3.09G 40.4MB/s eta 62s " + "-D4096-E0_1-mem-ctx 84%[===============> ] 2.70G 50.0MB/s eta 10s " ] }, { @@ -6284,7 +6303,7 @@ "output_type": "stream", "text": [ "\r", - "WR-1B5-E0_1-mem-ctx 54%[=========> ] 3.10G 39.0MB/s eta 62s " + "D4096-E0_1-mem-ctx- 84%[===============> ] 2.71G 49.3MB/s eta 10s " ] }, { @@ -6292,7 +6311,7 @@ "output_type": "stream", "text": [ "\r", - "R-1B5-E0_1-mem-ctx- 55%[==========> ] 3.11G 41.6MB/s eta 61s " + "4096-E0_1-mem-ctx-8 85%[================> ] 2.73G 49.5MB/s eta 10s " ] }, { @@ -6300,7 +6319,7 @@ "output_type": "stream", "text": [ "\r", - "-1B5-E0_1-mem-ctx-8 55%[==========> ] 3.13G 39.1MB/s eta 61s " + "096-E0_1-mem-ctx-8k 85%[================> ] 2.74G 52.1MB/s eta 9s " ] }, { @@ -6308,7 +6327,7 @@ "output_type": "stream", "text": [ "\r", - "1B5-E0_1-mem-ctx-8k 55%[==========> ] 3.14G 40.3MB/s eta 61s " + "96-E0_1-mem-ctx-8k. 86%[================> ] 2.76G 51.2MB/s eta 9s " ] }, { @@ -6316,7 +6335,7 @@ "output_type": "stream", "text": [ "\r", - "B5-E0_1-mem-ctx-8k. 55%[==========> ] 3.16G 41.2MB/s eta 61s " + "6-E0_1-mem-ctx-8k.p 86%[================> ] 2.77G 53.9MB/s eta 9s " ] }, { @@ -6324,7 +6343,7 @@ "output_type": "stream", "text": [ "\r", - "5-E0_1-mem-ctx-8k.p 56%[==========> ] 3.17G 40.5MB/s eta 59s " + "-E0_1-mem-ctx-8k.pt 86%[================> ] 2.77G 50.2MB/s eta 9s " ] }, { @@ -6332,7 +6351,7 @@ "output_type": "stream", "text": [ "\r", - "-E0_1-mem-ctx-8k.pt 56%[==========> ] 3.17G 40.1MB/s eta 59s " + "E0_1-mem-ctx-8k.pth 87%[================> ] 2.80G 54.7MB/s eta 8s " ] }, { @@ -6340,7 +6359,7 @@ "output_type": "stream", "text": [ "\r", - "E0_1-mem-ctx-8k.pth 56%[==========> ] 3.19G 42.1MB/s eta 59s " + "0_1-mem-ctx-8k.pth 87%[================> ] 2.82G 57.2MB/s eta 8s " ] }, { @@ -6348,7 +6367,7 @@ "output_type": "stream", "text": [ "\r", - "0_1-mem-ctx-8k.pth 56%[==========> ] 3.20G 40.8MB/s eta 59s " + "_1-mem-ctx-8k.pth 88%[================> ] 2.83G 57.9MB/s eta 8s " ] }, { @@ -6356,7 +6375,7 @@ "output_type": "stream", "text": [ "\r", - "_1-mem-ctx-8k.pth 57%[==========> ] 3.22G 42.3MB/s eta 59s " + "1-mem-ctx-8k.pth 88%[================> ] 2.84G 56.5MB/s eta 8s " ] }, { @@ -6364,7 +6383,7 @@ "output_type": "stream", "text": [ "\r", - "1-mem-ctx-8k.pth 57%[==========> ] 3.23G 41.8MB/s eta 59s " + "-mem-ctx-8k.pth 89%[================> ] 2.86G 57.9MB/s eta 8s " ] }, { @@ -6372,7 +6391,7 @@ "output_type": "stream", "text": [ "\r", - "-mem-ctx-8k.pth 57%[==========> ] 3.23G 39.6MB/s eta 59s " + "mem-ctx-8k.pth 89%[================> ] 2.86G 56.1MB/s eta 7s " ] }, { @@ -6380,7 +6399,7 @@ "output_type": "stream", "text": [ "\r", - "mem-ctx-8k.pth 57%[==========> ] 3.25G 38.5MB/s eta 58s " + "em-ctx-8k.pth 89%[================> ] 2.88G 55.1MB/s eta 7s " ] }, { @@ -6388,7 +6407,7 @@ "output_type": "stream", "text": [ "\r", - "em-ctx-8k.pth 57%[==========> ] 3.25G 37.9MB/s eta 58s " + "m-ctx-8k.pth 90%[=================> ] 2.89G 55.6MB/s eta 7s " ] }, { @@ -6396,7 +6415,7 @@ "output_type": "stream", "text": [ "\r", - "m-ctx-8k.pth 57%[==========> ] 3.26G 36.7MB/s eta 58s " + "-ctx-8k.pth 90%[=================> ] 2.89G 53.6MB/s eta 7s " ] }, { @@ -6404,7 +6423,7 @@ "output_type": "stream", "text": [ "\r", - "-ctx-8k.pth 58%[==========> ] 3.28G 40.0MB/s eta 58s " + "ctx-8k.pth 90%[=================> ] 2.91G 54.0MB/s eta 7s " ] }, { @@ -6412,7 +6431,7 @@ "output_type": "stream", "text": [ "\r", - "ctx-8k.pth 58%[==========> ] 3.29G 38.9MB/s eta 57s " + "tx-8k.pth 91%[=================> ] 2.92G 57.0MB/s eta 6s " ] }, { @@ -6420,7 +6439,7 @@ "output_type": "stream", "text": [ "\r", - "tx-8k.pth 58%[==========> ] 3.31G 40.8MB/s eta 57s " + "x-8k.pth 91%[=================> ] 2.94G 57.0MB/s eta 6s " ] }, { @@ -6428,7 +6447,7 @@ "output_type": "stream", "text": [ "\r", - "x-8k.pth 58%[==========> ] 3.32G 39.4MB/s eta 57s " + "-8k.pth 91%[=================> ] 2.94G 54.9MB/s eta 6s " ] }, { @@ -6436,7 +6455,7 @@ "output_type": "stream", "text": [ "\r", - "-8k.pth 58%[==========> ] 3.32G 39.4MB/s eta 57s " + "8k.pth 91%[=================> ] 2.95G 53.2MB/s eta 6s " ] }, { @@ -6444,7 +6463,7 @@ "output_type": "stream", "text": [ "\r", - "8k.pth 58%[==========> ] 3.32G 37.4MB/s eta 57s " + "k.pth 92%[=================> ] 2.95G 48.8MB/s eta 6s " ] }, { @@ -6452,7 +6471,7 @@ "output_type": "stream", "text": [ "\r", - "k.pth 59%[==========> ] 3.34G 37.5MB/s eta 56s " + ".pth 92%[=================> ] 2.96G 51.8MB/s eta 5s " ] }, { @@ -6460,7 +6479,7 @@ "output_type": "stream", "text": [ "\r", - ".pth 59%[==========> ] 3.35G 36.2MB/s eta 56s " + "pth 92%[=================> ] 2.97G 51.1MB/s eta 5s " ] }, { @@ -6468,7 +6487,7 @@ "output_type": "stream", "text": [ "\r", - "pth 59%[==========> ] 3.37G 37.6MB/s eta 56s " + "th 92%[=================> ] 2.98G 50.6MB/s eta 5s " ] }, { @@ -6476,7 +6495,7 @@ "output_type": "stream", "text": [ "\r", - "th 59%[==========> ] 3.38G 40.2MB/s eta 56s " + "h 92%[=================> ] 2.98G 44.5MB/s eta 5s " ] }, { @@ -6484,7 +6503,7 @@ "output_type": "stream", "text": [ "\r", - "h 60%[===========> ] 3.40G 39.4MB/s eta 54s " + " 93%[=================> ] 2.99G 46.9MB/s eta 5s " ] }, { @@ -6492,7 +6511,7 @@ "output_type": "stream", "text": [ "\r", - " 60%[===========> ] 3.40G 39.9MB/s eta 54s " + " v 93%[=================> ] 3.01G 44.4MB/s eta 4s " ] }, { @@ -6500,7 +6519,7 @@ "output_type": "stream", "text": [ "\r", - " E 60%[===========> ] 3.41G 41.4MB/s eta 54s " + " v5 94%[=================> ] 3.02G 44.4MB/s eta 4s " ] }, { @@ -6508,7 +6527,7 @@ "output_type": "stream", "text": [ "\r", - " EW 60%[===========> ] 3.43G 44.3MB/s eta 54s " + " v5- 94%[=================> ] 3.04G 45.9MB/s eta 4s " ] }, { @@ -6516,7 +6535,7 @@ "output_type": "stream", "text": [ "\r", - " EWR 60%[===========> ] 3.44G 43.2MB/s eta 53s " + " v5-L 95%[==================> ] 3.05G 45.5MB/s eta 4s " ] }, { @@ -6524,7 +6543,7 @@ "output_type": "stream", "text": [ "\r", - " EWR- 61%[===========> ] 3.44G 39.0MB/s eta 53s " + " v5-L6 95%[==================> ] 3.07G 48.1MB/s eta 3s " ] }, { @@ -6532,7 +6551,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1 61%[===========> ] 3.45G 40.3MB/s eta 53s " + " v5-L6- 96%[==================> ] 3.08G 47.2MB/s eta 3s " ] }, { @@ -6540,7 +6559,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B 61%[===========> ] 3.47G 40.4MB/s eta 53s " + " v5-L6-D 96%[==================> ] 3.10G 46.6MB/s eta 3s " ] }, { @@ -6548,7 +6567,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5 61%[===========> ] 3.48G 42.0MB/s eta 52s " + " v5-L6-D4 97%[==================> ] 3.11G 45.8MB/s eta 3s " ] }, { @@ -6556,7 +6575,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5- 61%[===========> ] 3.49G 40.1MB/s eta 52s " + " v5-L6-D40 97%[==================> ] 3.13G 46.7MB/s eta 2s " ] }, { @@ -6564,7 +6583,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E 62%[===========> ] 3.50G 40.5MB/s eta 52s " + " v5-L6-D409 97%[==================> ] 3.13G 45.6MB/s eta 2s " ] }, { @@ -6572,7 +6591,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0 62%[===========> ] 3.51G 43.6MB/s eta 52s " + " v5-L6-D4096 98%[==================> ] 3.15G 48.4MB/s eta 2s " ] }, { @@ -6580,7 +6599,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_ 62%[===========> ] 3.52G 41.1MB/s eta 52s " + " v5-L6-D4096- 98%[==================> ] 3.16G 50.4MB/s eta 2s " ] }, { @@ -6588,7 +6607,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1 62%[===========> ] 3.53G 41.0MB/s eta 52s " + " v5-L6-D4096-E 98%[==================> ] 3.16G 48.0MB/s eta 2s " ] }, { @@ -6596,7 +6615,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1- 62%[===========> ] 3.53G 37.2MB/s eta 52s " + " v5-L6-D4096-E0 99%[==================> ] 3.17G 49.5MB/s eta 1s " ] }, { @@ -6604,7 +6623,7 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-m 62%[===========> ] 3.55G 40.0MB/s eta 52s " + " v5-L6-D4096-E0_ 99%[==================> ] 3.19G 50.4MB/s eta 1s " ] }, { @@ -6612,7680 +6631,628 @@ "output_type": "stream", "text": [ "\r", - " EWR-1B5-E0_1-me 63%[===========> ] 3.56G 39.6MB/s eta 51s " + " v5-L6-D4096-E0_1 99%[==================> ] 3.20G 53.9MB/s eta 1s \r", + "v5-L6-D4096-E0_1-me 100%[===================>] 3.21G 53.9MB/s in 64s \r\n", + "\r\n", + "2023-08-26 13:30:39 (51.4 MB/s) - ‘v5-L6-D4096-E0_1-mem-ctx-8k.pth’ saved [3441599237/3441599237]\r\n", + "\r\n" ] + } + ], + "source": [ + "# Lets download the custom models\n", + "!mkdir -p ../../../model/\n", + "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/memory-size-experiment-for-rwkv/resolve/main/RWKV-v5-baseline/BaseV5-C-Tune5.pth\"\n", + "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/EWR-1B5-E0_1-mem-ctx-8k.pth\"\n", + "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D2048-E0_1-mem-ctx-8k.pth\"\n", + "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D4096-E0_1-mem-ctx-8k.pth\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fbaa4381", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T13:30:39.660558Z", + "iopub.status.busy": "2023-08-26T13:30:39.659105Z", + "iopub.status.idle": "2023-08-26T13:30:39.915027Z", + "shell.execute_reply": "2023-08-26T13:30:39.914129Z" + }, + "papermill": { + "duration": 0.309269, + "end_time": "2023-08-26T13:30:39.917097", + "exception": false, + "start_time": "2023-08-26T13:30:39.607828", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem 63%[===========> ] 3.58G 41.2MB/s eta 51s " + "total 16G\r\n", + "-rw-r--r-- 1 root root 5.7G Aug 11 12:48 BaseV5-C-Tune5.pth\r\n", + "-rw-r--r-- 1 root root 5.7G Aug 17 14:38 EWR-1B5-E0_1-mem-ctx-8k.pth\r\n", + "-rw-r--r-- 1 root root 1018M Aug 19 08:33 v5-L6-D2048-E0_1-mem-ctx-8k.pth\r\n", + "-rw-r--r-- 1 root root 3.3G Aug 20 14:58 v5-L6-D4096-E0_1-mem-ctx-8k.pth\r\n" ] + } + ], + "source": [ + "!ls -lh ../../../model/" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d97d8780", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T13:30:40.012919Z", + "iopub.status.busy": "2023-08-26T13:30:40.012535Z", + "iopub.status.idle": "2023-08-26T13:30:40.265417Z", + "shell.execute_reply": "2023-08-26T13:30:40.264441Z" + }, + "papermill": { + "duration": 0.303594, + "end_time": "2023-08-26T13:30:40.267576", + "exception": false, + "start_time": "2023-08-26T13:30:39.963982", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem- 63%[===========> ] 3.59G 39.2MB/s eta 51s " + "/usr/bin/sh: 1: python: not found\r\n" ] + } + ], + "source": [ + "!python -m pip install aiocsv aiofiles" + ] + }, + { + "cell_type": "markdown", + "id": "84e31882", + "metadata": { + "papermill": { + "duration": 0.046789, + "end_time": "2023-08-26T13:30:40.361168", + "exception": false, + "start_time": "2023-08-26T13:30:40.314379", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# 1B5 V5 benchmark" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b787699a", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T13:30:40.457229Z", + "iopub.status.busy": "2023-08-26T13:30:40.456877Z", + "iopub.status.idle": "2023-08-26T13:31:50.055322Z", + "shell.execute_reply": "2023-08-26T13:31:50.054422Z" }, + "papermill": { + "duration": 69.64913, + "end_time": "2023-08-26T13:31:50.057468", + "exception": false, + "start_time": "2023-08-26T13:30:40.408338", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem-c 63%[===========> ] 3.59G 38.2MB/s eta 50s " + "[2023-08-26 13:30:44,674] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "EWR-1B5-E0_1-mem-ct 63%[===========> ] 3.61G 38.4MB/s eta 50s " + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "WR-1B5-E0_1-mem-ctx 63%[===========> ] 3.61G 36.7MB/s eta 50s " + "###\r\n", + "### Model validation start ###\r\n", + "###\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "R-1B5-E0_1-mem-ctx- 64%[===========> ] 3.62G 36.4MB/s eta 50s " + "## Model validation for 5 tokens : 100.0% similarity, with 5 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-1B5-E0_1-mem-ctx-8 64%[===========> ] 3.63G 39.5MB/s eta 49s " + "## Model validation for 10 tokens : 100.0% similarity, with 10 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "1B5-E0_1-mem-ctx-8k 64%[===========> ] 3.64G 37.0MB/s eta 49s " + "## Model validation for 15 tokens : 100.0% similarity, with 15 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "B5-E0_1-mem-ctx-8k. 64%[===========> ] 3.65G 35.4MB/s eta 49s " + "## Model validation for 20 tokens : 100.0% similarity, with 20 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "5-E0_1-mem-ctx-8k.p 64%[===========> ] 3.67G 37.0MB/s eta 49s " + "## Model validation for 25 tokens : 100.0% similarity, with 25 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-E0_1-mem-ctx-8k.pt 65%[============> ] 3.67G 37.2MB/s eta 48s " + "## Model validation for 30 tokens : 100.0% similarity, with 30 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "E0_1-mem-ctx-8k.pth 65%[============> ] 3.68G 36.3MB/s eta 48s " + "## Model validation for 35 tokens : 100.0% similarity, with 35 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "0_1-mem-ctx-8k.pth 65%[============> ] 3.70G 37.2MB/s eta 48s " + "## Model validation for 40 tokens : 100.0% similarity, with 40 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "_1-mem-ctx-8k.pth 65%[============> ] 3.71G 38.7MB/s eta 48s " + "## Model validation for 45 tokens : 100.0% similarity, with 45 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "1-mem-ctx-8k.pth 65%[============> ] 3.72G 41.4MB/s eta 48s " + "## Model validation for 50 tokens : 100.0% similarity, with 50 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-mem-ctx-8k.pth 66%[============> ] 3.72G 38.7MB/s eta 47s " + "## Model validation for 55 tokens : 100.0% similarity, with 55 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "mem-ctx-8k.pth 66%[============> ] 3.74G 38.7MB/s eta 47s " + "## Model validation for 60 tokens : 100.0% similarity, with 60 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "em-ctx-8k.pth 66%[============> ] 3.75G 42.7MB/s eta 47s " + "## Model validation for 65 tokens : 100.0% similarity, with 65 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "m-ctx-8k.pth 66%[============> ] 3.77G 45.0MB/s eta 47s " + "## Model validation for 70 tokens : 100.0% similarity, with 70 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-ctx-8k.pth 67%[============> ] 3.78G 45.9MB/s eta 45s " + "## Model validation for 75 tokens : 100.0% similarity, with 75 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "ctx-8k.pth 67%[============> ] 3.80G 47.1MB/s eta 45s " + "## Model validation for 80 tokens : 100.0% similarity, with 80 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "tx-8k.pth 67%[============> ] 3.80G 44.4MB/s eta 45s " + "## Model validation for 85 tokens : 100.0% similarity, with 85 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "x-8k.pth 67%[============> ] 3.81G 47.1MB/s eta 45s " + "## Model validation for 90 tokens : 100.0% similarity, with 90 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-8k.pth 67%[============> ] 3.83G 47.4MB/s eta 44s " + "## Model validation for 95 tokens : 100.0% similarity, with 95 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "8k.pth 68%[============> ] 3.84G 46.5MB/s eta 44s " + "## Model validation for 100 tokens : 100.0% similarity, with 100 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "k.pth 68%[============> ] 3.86G 48.3MB/s eta 44s " + "## Model validation for 105 tokens : 100.0% similarity, with 105 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - ".pth 68%[============> ] 3.87G 50.8MB/s eta 44s " + "## Model validation for 110 tokens : 100.0% similarity, with 110 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "pth 68%[============> ] 3.87G 45.6MB/s eta 43s " + "## Model validation for 115 tokens : 100.0% similarity, with 115 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "th 68%[============> ] 3.89G 47.4MB/s eta 43s " + "## Model validation for 120 tokens : 100.0% similarity, with 120 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "h 69%[============> ] 3.90G 46.5MB/s eta 43s " + "## Model validation for 125 tokens : 100.0% similarity, with 125 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " 69%[============> ] 3.92G 45.8MB/s eta 43s " + "## Model validation for 130 tokens : 100.0% similarity, with 130 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " E 69%[============> ] 3.93G 47.5MB/s eta 42s " + "## Model validation for 135 tokens : 100.0% similarity, with 135 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EW 69%[============> ] 3.95G 47.3MB/s eta 42s " + "## Model validation for 140 tokens : 100.0% similarity, with 140 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR 70%[=============> ] 3.96G 47.2MB/s eta 42s " + "## Model validation for 145 tokens : 100.0% similarity, with 145 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR- 70%[=============> ] 3.98G 47.1MB/s eta 42s " + "## Model validation for 150 tokens : 100.0% similarity, with 150 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1 70%[=============> ] 3.99G 46.7MB/s eta 40s " + "## Model validation for 160 tokens : 100.0% similarity, with 160 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B 70%[=============> ] 3.99G 46.8MB/s eta 40s " + "## Model validation for 170 tokens : 100.0% similarity, with 170 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5 71%[=============> ] 4.01G 47.6MB/s eta 40s " + "## Model validation for 180 tokens : 100.0% similarity, with 180 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5- 71%[=============> ] 4.02G 46.1MB/s eta 40s " + "## Model validation for 190 tokens : 99.47368421052632% similarity, with 189 matched token, and 1 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E 71%[=============> ] 4.04G 47.1MB/s eta 39s " + "## Model validation for 200 tokens : 100.0% similarity, with 200 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0 71%[=============> ] 4.04G 44.9MB/s eta 39s " + "## Model validation for 210 tokens : 100.0% similarity, with 210 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_ 71%[=============> ] 4.05G 43.9MB/s eta 39s " + "## Model validation for 220 tokens : 100.0% similarity, with 220 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1 71%[=============> ] 4.05G 42.3MB/s eta 39s " + "## Model validation for 230 tokens : 100.0% similarity, with 230 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1- 72%[=============> ] 4.07G 43.7MB/s eta 39s " + "## Model validation for 240 tokens : 100.0% similarity, with 240 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-m 72%[=============> ] 4.08G 45.2MB/s eta 38s " + "## Model validation for 250 tokens : 100.0% similarity, with 250 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-me 72%[=============> ] 4.10G 43.4MB/s eta 38s " + "## Model validation for 260 tokens : 100.0% similarity, with 260 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem 72%[=============> ] 4.11G 44.8MB/s eta 38s " + "## Model validation for 270 tokens : 100.0% similarity, with 270 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem- 73%[=============> ] 4.13G 44.4MB/s eta 37s " + "## Model validation for 280 tokens : 99.64285714285714% similarity, with 279 matched token, and 1 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - " EWR-1B5-E0_1-mem-c 73%[=============> ] 4.14G 45.7MB/s eta 37s " + "## Model validation for 290 tokens : 100.0% similarity, with 290 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "EWR-1B5-E0_1-mem-ct 73%[=============> ] 4.15G 43.7MB/s eta 37s " + "## Model validation for 300 tokens : 99.66666666666667% similarity, with 299 matched token, and 1 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "WR-1B5-E0_1-mem-ctx 73%[=============> ] 4.16G 43.0MB/s eta 37s " + "## Model validation for 325 tokens : 100.0% similarity, with 325 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "R-1B5-E0_1-mem-ctx- 73%[=============> ] 4.16G 43.0MB/s eta 37s " + "## Model validation for 350 tokens : 100.0% similarity, with 350 matched token, and 0 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-1B5-E0_1-mem-ctx-8 73%[=============> ] 4.17G 38.8MB/s eta 36s " + "## Model validation for 375 tokens : 99.46666666666667% similarity, with 373 matched token, and 2 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "1B5-E0_1-mem-ctx-8k 74%[=============> ] 4.19G 39.7MB/s eta 36s " + "## Model validation for 400 tokens : 99.75% similarity, with 399 matched token, and 1 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "B5-E0_1-mem-ctx-8k. 74%[=============> ] 4.19G 37.9MB/s eta 36s " + "## Model validation for 425 tokens : 99.76470588235294% similarity, with 424 matched token, and 1 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "5-E0_1-mem-ctx-8k.p 74%[=============> ] 4.20G 40.7MB/s eta 36s " + "## Model validation for 450 tokens : 99.55555555555556% similarity, with 448 matched token, and 2 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "-E0_1-mem-ctx-8k.pt 74%[=============> ] 4.22G 38.7MB/s eta 35s " + "## Model validation for 475 tokens : 99.36842105263159% similarity, with 472 matched token, and 3 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "E0_1-mem-ctx-8k.pth 74%[=============> ] 4.23G 39.7MB/s eta 35s " + "## Model validation for 500 tokens : 99.6% similarity, with 498 matched token, and 2 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "\r", - "0_1-mem-ctx-8k.pth 74%[=============> ] 4.23G 36.9MB/s eta 35s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "_1-mem-ctx-8k.pth 75%[==============> ] 4.24G 36.4MB/s eta 35s " - ] - }, - { - "name": "stdout", - 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"text": [ - "\r", - " v5- 98%[==================> ] 3.16G 42.3MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - " v5-L 99%[==================> ] 3.17G 46.3MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - " v5-L6 99%[==================> ] 3.18G 44.5MB/s eta 1s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - " v5-L6- 99%[==================> ] 3.19G 44.6MB/s eta 0s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - " v5-L6-D 99%[==================> ] 3.20G 46.1MB/s eta 0s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "v5-L6-D4096-E0_1-me 100%[===================>] 3.21G 45.1MB/s in 78s \r\n", - "\r\n", - "2023-09-05 20:04:40 (41.9 MB/s) - ‘v5-L6-D4096-E0_1-mem-ctx-8k.pth’ saved [3441599237/3441599237]\r\n", - "\r\n" - ] - } - ], - "source": [ - "# Lets download the custom models\n", - "!mkdir -p ../../../model/\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/memory-size-experiment-for-rwkv/resolve/main/RWKV-v5-baseline/BaseV5-C-Tune5.pth\"\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/EWR-1B5-E0_1-mem-ctx-8k.pth\"\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-slim-memory/v5-L6-D1024-E0_1-mem-ctx-8k.pth\"\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D2048-E0_1-mem-ctx-8k.pth\"\n", - "!cd ../../../model/ && wget -nc \"https://huggingface.co/picocreator/RWKV-x-playground/resolve/main/V5-16k/v5-L6-D4096-E0_1-mem-ctx-8k.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "c1d4920e", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T20:04:41.200276Z", - "iopub.status.busy": "2023-09-05T20:04:41.199672Z", - "iopub.status.idle": "2023-09-05T20:04:41.455126Z", - "shell.execute_reply": "2023-09-05T20:04:41.454090Z" - }, - "papermill": { - "duration": 0.340242, - "end_time": "2023-09-05T20:04:41.457583", - "exception": false, - "start_time": "2023-09-05T20:04:41.117341", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 16G\r\n", - "-rw-r--r-- 1 root root 5.7G Aug 11 12:48 BaseV5-C-Tune5.pth\r\n", - "-rw-r--r-- 1 root root 5.7G Aug 17 14:38 EWR-1B5-E0_1-mem-ctx-8k.pth\r\n", - "-rw-r--r-- 1 root root 353M Sep 5 14:40 v5-L6-D1024-E0_1-mem-ctx-8k.pth\r\n", - "-rw-r--r-- 1 root root 1018M Aug 19 08:33 v5-L6-D2048-E0_1-mem-ctx-8k.pth\r\n", - "-rw-r--r-- 1 root root 3.3G Aug 20 14:58 v5-L6-D4096-E0_1-mem-ctx-8k.pth\r\n" - ] - } - ], - "source": [ - "!ls -lh ../../../model/" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "836e432a", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T20:04:41.617951Z", - "iopub.status.busy": "2023-09-05T20:04:41.617377Z", - "iopub.status.idle": "2023-09-05T20:04:44.887019Z", - "shell.execute_reply": "2023-09-05T20:04:44.885854Z" - }, - "papermill": { - "duration": 3.352332, - "end_time": "2023-09-05T20:04:44.889387", - "exception": false, - "start_time": "2023-09-05T20:04:41.537055", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: aiocsv in /usr/local/lib/python3.10/dist-packages (1.2.4)\r\n", - "Requirement already satisfied: aiofiles in /usr/local/lib/python3.10/dist-packages (23.2.1)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n", - "\u001b[0m" - ] - } - ], - "source": [ - "!python3 -m pip install aiocsv aiofiles" - ] - }, - { - "cell_type": "markdown", - "id": "2e58126b", - "metadata": { - "papermill": { - "duration": 0.079405, - "end_time": "2023-09-05T20:04:45.048270", - "exception": false, - "start_time": "2023-09-05T20:04:44.968865", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# 1B5 V5 benchmark" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "ac23fcab", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T20:04:45.210262Z", - "iopub.status.busy": "2023-09-05T20:04:45.209384Z", - "iopub.status.idle": "2023-09-05T20:06:04.241980Z", - "shell.execute_reply": "2023-09-05T20:06:04.240702Z" - }, - "papermill": { - "duration": 79.11701, - "end_time": "2023-09-05T20:06:04.244895", - "exception": false, - "start_time": "2023-09-05T20:04:45.127885", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 20:04:49,621] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5 tokens : 100.0% similarity, with 5 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10 tokens : 100.0% similarity, with 10 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15 tokens : 100.0% similarity, with 15 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 20 tokens : 100.0% similarity, with 20 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 25 tokens : 100.0% similarity, with 25 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 30 tokens : 100.0% similarity, with 30 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 35 tokens : 100.0% similarity, with 35 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 40 tokens : 100.0% similarity, with 40 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 45 tokens : 100.0% similarity, with 45 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 50 tokens : 100.0% similarity, with 50 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 55 tokens : 100.0% similarity, with 55 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 60 tokens : 100.0% similarity, with 60 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 65 tokens : 100.0% similarity, with 65 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 70 tokens : 100.0% similarity, with 70 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 75 tokens : 100.0% similarity, with 75 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 80 tokens : 100.0% similarity, with 80 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 85 tokens : 100.0% similarity, with 85 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 90 tokens : 100.0% similarity, with 90 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 95 tokens : 100.0% similarity, with 95 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 100 tokens : 100.0% similarity, with 100 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 105 tokens : 100.0% similarity, with 105 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 110 tokens : 100.0% similarity, with 110 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 115 tokens : 100.0% similarity, with 115 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 120 tokens : 100.0% similarity, with 120 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 125 tokens : 100.0% similarity, with 125 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 130 tokens : 100.0% similarity, with 130 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 135 tokens : 100.0% similarity, with 135 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 140 tokens : 100.0% similarity, with 140 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 145 tokens : 100.0% similarity, with 145 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 150 tokens : 100.0% similarity, with 150 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 160 tokens : 100.0% similarity, with 160 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 170 tokens : 100.0% similarity, with 170 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 180 tokens : 100.0% similarity, with 180 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 190 tokens : 99.47368421052632% similarity, with 189 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 200 tokens : 100.0% similarity, with 200 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 210 tokens : 100.0% similarity, with 210 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 220 tokens : 100.0% similarity, with 220 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 230 tokens : 100.0% similarity, with 230 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 240 tokens : 100.0% similarity, with 240 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 250 tokens : 100.0% similarity, with 250 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 260 tokens : 100.0% similarity, with 260 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 270 tokens : 100.0% similarity, with 270 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 280 tokens : 99.64285714285714% similarity, with 279 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 290 tokens : 100.0% similarity, with 290 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 300 tokens : 99.66666666666667% similarity, with 299 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 325 tokens : 100.0% similarity, with 325 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 350 tokens : 100.0% similarity, with 350 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 375 tokens : 99.46666666666667% similarity, with 373 matched token, and 2 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 400 tokens : 99.75% similarity, with 399 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 425 tokens : 99.76470588235294% similarity, with 424 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 450 tokens : 99.55555555555556% similarity, with 448 matched token, and 2 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 475 tokens : 99.36842105263159% similarity, with 472 matched token, and 3 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 500 tokens : 99.6% similarity, with 498 matched token, and 2 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 525 tokens : 99.61904761904762% similarity, with 523 matched token, and 2 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 550 tokens : 99.27272727272727% similarity, with 546 matched token, and 4 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 575 tokens : 99.30434782608695% similarity, with 571 matched token, and 4 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 600 tokens : 99.33333333333333% similarity, with 596 matched token, and 4 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 625 tokens : 99.03999999999999% similarity, with 619 matched token, and 6 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 650 tokens : 99.07692307692308% similarity, with 644 matched token, and 6 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 675 tokens : 99.11111111111111% similarity, with 669 matched token, and 6 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 700 tokens : 99.0% similarity, with 693 matched token, and 7 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 750 tokens : 99.06666666666666% similarity, with 743 matched token, and 7 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 800 tokens : 99.0% similarity, with 792 matched token, and 8 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 850 tokens : 99.05882352941177% similarity, with 842 matched token, and 8 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 900 tokens : 99.0% similarity, with 891 matched token, and 9 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 950 tokens : 99.1578947368421% similarity, with 942 matched token, and 8 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1000 tokens : 99.2% similarity, with 992 matched token, and 8 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-1k.csv\"" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "534dc178", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T20:06:04.432032Z", - "iopub.status.busy": "2023-09-05T20:06:04.431202Z", - "iopub.status.idle": "2023-09-05T20:10:29.967568Z", - "shell.execute_reply": "2023-09-05T20:10:29.966188Z" - }, - "papermill": { - "duration": 265.629775, - "end_time": "2023-09-05T20:10:29.969793", - "exception": false, - "start_time": "2023-09-05T20:06:04.340018", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 20:06:08,978] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1100 tokens : 98.63636363636363% similarity, with 1085 matched token, and 15 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1150 tokens : 98.52173913043478% similarity, with 1133 matched token, and 17 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1200 tokens : 98.75% similarity, with 1185 matched token, and 15 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1250 tokens : 98.72% similarity, with 1234 matched token, and 16 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1300 tokens : 98.61538461538461% similarity, with 1282 matched token, and 18 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1350 tokens : 98.44444444444444% similarity, with 1329 matched token, and 21 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1400 tokens : 98.5% similarity, with 1379 matched token, and 21 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1450 tokens : 98.20689655172414% similarity, with 1424 matched token, and 26 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1500 tokens : 97.86666666666667% similarity, with 1468 matched token, and 32 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1550 tokens : 97.67741935483872% similarity, with 1514 matched token, and 36 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1600 tokens : 97.8125% similarity, with 1565 matched token, and 35 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1650 tokens : 97.57575757575758% similarity, with 1610 matched token, and 40 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1700 tokens : 97.6470588235294% similarity, with 1660 matched token, and 40 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1750 tokens : 97.94285714285714% similarity, with 1714 matched token, and 36 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1800 tokens : 97.72222222222223% similarity, with 1759 matched token, and 41 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1850 tokens : 96.86486486486487% similarity, with 1792 matched token, and 58 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1900 tokens : 96.36842105263158% similarity, with 1831 matched token, and 69 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 1950 tokens : 95.17948717948718% similarity, with 1856 matched token, and 94 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2000 tokens : 94.75% similarity, with 1895 matched token, and 105 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2050 tokens : 93.26829268292684% similarity, with 1912 matched token, and 138 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2100 tokens : 91.33333333333333% similarity, with 1918 matched token, and 182 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2150 tokens : 90.09302325581395% similarity, with 1937 matched token, and 213 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2200 tokens : 88.77272727272727% similarity, with 1953 matched token, and 247 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2250 tokens : 86.53333333333333% similarity, with 1947 matched token, and 303 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2300 tokens : 84.78260869565217% similarity, with 1950 matched token, and 350 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2350 tokens : 82.08510638297872% similarity, with 1929 matched token, and 421 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2400 tokens : 80.625% similarity, with 1935 matched token, and 465 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2450 tokens : 78.61224489795919% similarity, with 1926 matched token, and 524 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2500 tokens : 77.08% similarity, with 1927 matched token, and 573 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2550 tokens : 75.29411764705883% similarity, with 1920 matched token, and 630 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2600 tokens : 73.88461538461539% similarity, with 1921 matched token, and 679 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2650 tokens : 72.75471698113208% similarity, with 1928 matched token, and 722 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2700 tokens : 71.4074074074074% similarity, with 1928 matched token, and 772 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2750 tokens : 70.10909090909091% similarity, with 1928 matched token, and 822 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2800 tokens : 68.85714285714286% similarity, with 1928 matched token, and 872 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2850 tokens : 67.89473684210526% similarity, with 1935 matched token, and 915 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2900 tokens : 66.6896551724138% similarity, with 1934 matched token, and 966 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 2950 tokens : 65.5593220338983% similarity, with 1934 matched token, and 1016 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3000 tokens : 64.36666666666667% similarity, with 1931 matched token, and 1069 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3050 tokens : 63.278688524590166% similarity, with 1930 matched token, and 1120 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3100 tokens : 62.096774193548384% similarity, with 1925 matched token, and 1175 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3150 tokens : 61.17460317460317% similarity, with 1927 matched token, and 1223 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3200 tokens : 60.21875% similarity, with 1927 matched token, and 1273 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3250 tokens : 59.199999999999996% similarity, with 1924 matched token, and 1326 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3300 tokens : 58.151515151515156% similarity, with 1919 matched token, and 1381 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3350 tokens : 57.16417910447761% similarity, with 1915 matched token, and 1435 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3400 tokens : 56.294117647058826% similarity, with 1914 matched token, and 1486 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3450 tokens : 55.362318840579704% similarity, with 1910 matched token, and 1540 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3500 tokens : 54.400000000000006% similarity, with 1904 matched token, and 1596 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3550 tokens : 53.5774647887324% similarity, with 1902 matched token, and 1648 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3600 tokens : 52.77777777777778% similarity, with 1900 matched token, and 1700 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3650 tokens : 51.89041095890411% similarity, with 1894 matched token, and 1756 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3700 tokens : 51.08108108108108% similarity, with 1890 matched token, and 1810 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3750 tokens : 50.160000000000004% similarity, with 1881 matched token, and 1869 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3800 tokens : 49.34210526315789% similarity, with 1875 matched token, and 1925 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3850 tokens : 48.51948051948052% similarity, with 1868 matched token, and 1982 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3900 tokens : 47.51282051282051% similarity, with 1853 matched token, and 2047 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3950 tokens : 46.607594936708864% similarity, with 1841 matched token, and 2109 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4000 tokens : 45.574999999999996% similarity, with 1823 matched token, and 2177 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-4k.csv\" 1100 4000" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "99f322eb", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T20:10:30.144675Z", - "iopub.status.busy": "2023-09-05T20:10:30.144153Z", - "iopub.status.idle": "2023-09-05T21:13:05.936146Z", - "shell.execute_reply": "2023-09-05T21:13:05.934942Z" - }, - "papermill": { - "duration": 3755.883001, - "end_time": "2023-09-05T21:13:05.938991", - "exception": false, - "start_time": "2023-09-05T20:10:30.055990", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 20:10:34,716] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4100 tokens : 44.0% similarity, with 1804 matched token, and 2296 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4200 tokens : 42.11904761904762% similarity, with 1769 matched token, and 2431 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4300 tokens : 40.27906976744186% similarity, with 1732 matched token, and 2568 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4400 tokens : 38.27272727272727% similarity, with 1684 matched token, and 2716 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4500 tokens : 35.8% similarity, with 1611 matched token, and 2889 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4600 tokens : 33.73913043478261% similarity, with 1552 matched token, and 3048 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4700 tokens : 31.06382978723404% similarity, with 1460 matched token, and 3240 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4800 tokens : 28.3125% similarity, with 1359 matched token, and 3441 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 4900 tokens : 25.857142857142858% similarity, with 1267 matched token, and 3633 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5000 tokens : 23.04% similarity, with 1152 matched token, and 3848 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5100 tokens : 20.764705882352942% similarity, with 1059 matched token, and 4041 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5200 tokens : 18.5% similarity, with 962 matched token, and 4238 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5300 tokens : 16.88679245283019% similarity, with 895 matched token, and 4405 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5400 tokens : 15.222222222222223% similarity, with 822 matched token, and 4578 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5500 tokens : 13.418181818181818% similarity, with 738 matched token, and 4762 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5600 tokens : 11.625% similarity, with 651 matched token, and 4949 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5700 tokens : 10.421052631578947% similarity, with 594 matched token, and 5106 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5800 tokens : 9.344827586206897% similarity, with 542 matched token, and 5258 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5900 tokens : 8.305084745762711% similarity, with 490 matched token, and 5410 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6000 tokens : 7.449999999999999% similarity, with 447 matched token, and 5553 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6100 tokens : 6.655737704918033% similarity, with 406 matched token, and 5694 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6200 tokens : 6.064516129032258% similarity, with 376 matched token, and 5824 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6300 tokens : 5.65079365079365% similarity, with 356 matched token, and 5944 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6400 tokens : 5.328125% similarity, with 341 matched token, and 6059 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6500 tokens : 4.984615384615385% similarity, with 324 matched token, and 6176 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6600 tokens : 4.6818181818181825% similarity, with 309 matched token, and 6291 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6700 tokens : 4.432835820895523% similarity, with 297 matched token, and 6403 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6800 tokens : 4.25% similarity, with 289 matched token, and 6511 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 6900 tokens : 4.08695652173913% similarity, with 282 matched token, and 6618 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7000 tokens : 4.0% similarity, with 280 matched token, and 6720 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7100 tokens : 3.943661971830986% similarity, with 280 matched token, and 6820 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7200 tokens : 3.75% similarity, with 270 matched token, and 6930 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7300 tokens : 3.767123287671233% similarity, with 275 matched token, and 7025 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7400 tokens : 3.689189189189189% similarity, with 273 matched token, and 7127 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7500 tokens : 3.64% similarity, with 273 matched token, and 7227 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7600 tokens : 3.578947368421052% similarity, with 272 matched token, and 7328 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7700 tokens : 3.5844155844155843% similarity, with 276 matched token, and 7424 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7800 tokens : 3.5641025641025643% similarity, with 278 matched token, and 7522 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 7900 tokens : 3.468354430379747% similarity, with 274 matched token, and 7626 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8000 tokens : 3.4250000000000003% similarity, with 274 matched token, and 7726 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8100 tokens : 3.432098765432099% similarity, with 278 matched token, and 7822 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8200 tokens : 3.414634146341464% similarity, with 280 matched token, and 7920 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8300 tokens : 3.36144578313253% similarity, with 279 matched token, and 8021 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8400 tokens : 3.3690476190476186% similarity, with 283 matched token, and 8117 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8500 tokens : 3.3411764705882354% similarity, with 284 matched token, and 8216 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8600 tokens : 3.3488372093023258% similarity, with 288 matched token, and 8312 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8700 tokens : 3.3678160919540225% similarity, with 293 matched token, and 8407 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8800 tokens : 3.3295454545454546% similarity, with 293 matched token, and 8507 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 8900 tokens : 3.348314606741573% similarity, with 298 matched token, and 8602 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9000 tokens : 3.3333333333333335% similarity, with 300 matched token, and 8700 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9100 tokens : 3.3406593406593412% similarity, with 304 matched token, and 8796 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9200 tokens : 3.3260869565217392% similarity, with 306 matched token, and 8894 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9300 tokens : 3.3010752688172045% similarity, with 307 matched token, and 8993 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9400 tokens : 3.2978723404255317% similarity, with 310 matched token, and 9090 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9500 tokens : 3.3157894736842106% similarity, with 315 matched token, and 9185 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9600 tokens : 3.3229166666666665% similarity, with 319 matched token, and 9281 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9700 tokens : 3.3195876288659796% similarity, with 322 matched token, and 9378 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9800 tokens : 3.316326530612245% similarity, with 325 matched token, and 9475 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 9900 tokens : 3.3333333333333335% similarity, with 330 matched token, and 9570 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10000 tokens : 3.37% similarity, with 337 matched token, and 9663 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10100 tokens : 3.3861386138613865% similarity, with 342 matched token, and 9758 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10200 tokens : 3.3725490196078427% similarity, with 344 matched token, and 9856 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10300 tokens : 3.349514563106796% similarity, with 345 matched token, and 9955 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10400 tokens : 3.355769230769231% similarity, with 349 matched token, and 10051 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10500 tokens : 3.371428571428572% similarity, with 354 matched token, and 10146 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10600 tokens : 3.3584905660377355% similarity, with 356 matched token, and 10244 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10700 tokens : 3.392523364485981% similarity, with 363 matched token, and 10337 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10800 tokens : 3.4074074074074074% similarity, with 368 matched token, and 10432 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10900 tokens : 3.3853211009174315% similarity, with 369 matched token, and 10531 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11000 tokens : 3.390909090909091% similarity, with 373 matched token, and 10627 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11100 tokens : 3.3963963963963963% similarity, with 377 matched token, and 10723 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11200 tokens : 3.3839285714285716% similarity, with 379 matched token, and 10821 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11300 tokens : 3.4070796460176993% similarity, with 385 matched token, and 10915 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11400 tokens : 3.43859649122807% similarity, with 392 matched token, and 11008 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11500 tokens : 3.4434782608695653% similarity, with 396 matched token, and 11104 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11600 tokens : 3.4568965517241383% similarity, with 401 matched token, and 11199 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11700 tokens : 3.4444444444444446% similarity, with 403 matched token, and 11297 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11800 tokens : 3.457627118644068% similarity, with 408 matched token, and 11392 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 11900 tokens : 3.46218487394958% similarity, with 412 matched token, and 11488 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12000 tokens : 3.4750000000000005% similarity, with 417 matched token, and 11583 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12100 tokens : 3.487603305785124% similarity, with 422 matched token, and 11678 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12200 tokens : 3.475409836065574% similarity, with 424 matched token, and 11776 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12300 tokens : 3.487804878048781% similarity, with 429 matched token, and 11871 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12400 tokens : 3.491935483870968% similarity, with 433 matched token, and 11967 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12500 tokens : 3.488% similarity, with 436 matched token, and 12064 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12600 tokens : 3.484126984126984% similarity, with 439 matched token, and 12161 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12700 tokens : 3.4881889763779523% similarity, with 443 matched token, and 12257 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12800 tokens : 3.484375% similarity, with 446 matched token, and 12354 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 12900 tokens : 3.488372093023256% similarity, with 450 matched token, and 12450 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13000 tokens : 3.5000000000000004% similarity, with 455 matched token, and 12545 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13100 tokens : 3.5038167938931295% similarity, with 459 matched token, and 12641 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13200 tokens : 3.5000000000000004% similarity, with 462 matched token, and 12738 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13300 tokens : 3.488721804511278% similarity, with 464 matched token, and 12836 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13400 tokens : 3.514925373134328% similarity, with 471 matched token, and 12929 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13500 tokens : 3.503703703703704% similarity, with 473 matched token, and 13027 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13600 tokens : 3.514705882352941% similarity, with 478 matched token, and 13122 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13700 tokens : 3.510948905109489% similarity, with 481 matched token, and 13219 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13800 tokens : 3.5144927536231885% similarity, with 485 matched token, and 13315 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 13900 tokens : 3.5251798561151078% similarity, with 490 matched token, and 13410 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14000 tokens : 3.55% similarity, with 497 matched token, and 13503 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14100 tokens : 3.546099290780142% similarity, with 500 matched token, and 13600 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14200 tokens : 3.535211267605634% similarity, with 502 matched token, and 13698 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14300 tokens : 3.5454545454545454% similarity, with 507 matched token, and 13793 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14400 tokens : 3.5555555555555554% similarity, with 512 matched token, and 13888 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14500 tokens : 3.537931034482759% similarity, with 513 matched token, and 13987 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14600 tokens : 3.5273972602739727% similarity, with 515 matched token, and 14085 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14700 tokens : 3.5646258503401365% similarity, with 524 matched token, and 14176 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14800 tokens : 3.5472972972972974% similarity, with 525 matched token, and 14275 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 14900 tokens : 3.550335570469799% similarity, with 529 matched token, and 14371 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15000 tokens : 3.5533333333333332% similarity, with 533 matched token, and 14467 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15100 tokens : 3.576158940397351% similarity, with 540 matched token, and 14560 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15200 tokens : 3.56578947368421% similarity, with 542 matched token, and 14658 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15300 tokens : 3.5490196078431375% similarity, with 543 matched token, and 14757 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15400 tokens : 3.551948051948052% similarity, with 547 matched token, and 14853 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15500 tokens : 3.5483870967741935% similarity, with 550 matched token, and 14950 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15600 tokens : 3.5448717948717947% similarity, with 553 matched token, and 15047 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15700 tokens : 3.5605095541401273% similarity, with 559 matched token, and 15141 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15800 tokens : 3.5506329113924053% similarity, with 561 matched token, and 15239 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15900 tokens : 3.547169811320755% similarity, with 564 matched token, and 15336 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 16000 tokens : 3.5437499999999997% similarity, with 567 matched token, and 15433 token mismatch\r\n", - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-16k.csv\" 4100 16000" - ] - }, - { - "cell_type": "markdown", - "id": "a74e51c9", - "metadata": { - "papermill": { - "duration": 0.09516, - "end_time": "2023-09-05T21:13:06.131143", - "exception": false, - "start_time": "2023-09-05T21:13:06.035983", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# EWR V5 benchmark" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9d25dfe2", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T21:13:06.323309Z", - "iopub.status.busy": "2023-09-05T21:13:06.322372Z", - "iopub.status.idle": "2023-09-05T21:13:12.951333Z", - "shell.execute_reply": "2023-09-05T21:13:12.950224Z" - }, - "papermill": { - "duration": 6.72745, - "end_time": "2023-09-05T21:13:12.953705", - "exception": false, - "start_time": "2023-09-05T21:13:06.226255", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 21:13:10,829] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", - " asyncio.run(main_function())\r\n", - " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", - " return loop.run_until_complete(main)\r\n", - " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", - " return future.result()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", - " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", - " self.model = RWKV(**model_config)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-1k.csv\"" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "3fcf3d9c", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T21:13:13.146654Z", - "iopub.status.busy": "2023-09-05T21:13:13.146064Z", - "iopub.status.idle": "2023-09-05T21:13:19.792768Z", - "shell.execute_reply": "2023-09-05T21:13:19.791667Z" - }, - "papermill": { - "duration": 6.745739, - "end_time": "2023-09-05T21:13:19.795146", - "exception": false, - "start_time": "2023-09-05T21:13:13.049407", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 21:13:17,653] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", - " asyncio.run(main_function())\r\n", - " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", - " return loop.run_until_complete(main)\r\n", - " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", - " return future.result()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", - " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", - " self.model = RWKV(**model_config)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-4k.csv\" 1100 4000" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "b6a68042", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T21:13:19.986694Z", - "iopub.status.busy": "2023-09-05T21:13:19.986046Z", - "iopub.status.idle": "2023-09-05T21:13:26.675895Z", - "shell.execute_reply": "2023-09-05T21:13:26.674749Z" - }, - "papermill": { - "duration": 6.789014, - "end_time": "2023-09-05T21:13:26.678244", - "exception": false, - "start_time": "2023-09-05T21:13:19.889230", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 21:13:24,542] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", - " asyncio.run(main_function())\r\n", - " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", - " return loop.run_until_complete(main)\r\n", - " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", - " return future.result()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", - " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", - " self.model = RWKV(**model_config)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" - ] - } - ], - "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-16k.csv\" 4100 16000" - ] - }, - { - "cell_type": "markdown", - "id": "6ecfc74c", - "metadata": { - "papermill": { - "duration": 0.093639, - "end_time": "2023-09-05T21:13:26.866949", - "exception": false, - "start_time": "2023-09-05T21:13:26.773310", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# v5-L6-D1024-E0_1-mem-ctx-8k.pth" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d480f218", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-05T21:13:27.058397Z", - "iopub.status.busy": "2023-09-05T21:13:27.057750Z", - "iopub.status.idle": "2023-09-05T21:14:20.632357Z", - "shell.execute_reply": "2023-09-05T21:14:20.631176Z" - }, - "papermill": { - "duration": 53.673513, - "end_time": "2023-09-05T21:14:20.634750", - "exception": false, - "start_time": "2023-09-05T21:13:26.961237", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-05 21:13:31,592] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 5 tokens : 100.0% similarity, with 5 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 10 tokens : 100.0% similarity, with 10 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15 tokens : 100.0% similarity, with 15 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 20 tokens : 100.0% similarity, with 20 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 25 tokens : 100.0% similarity, with 25 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 30 tokens : 100.0% similarity, with 30 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 35 tokens : 100.0% similarity, with 35 matched token, and 0 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 40 tokens : 97.5% similarity, with 39 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 45 tokens : 97.77777777777777% similarity, with 44 matched token, and 1 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 50 tokens : 94.0% similarity, with 47 matched token, and 3 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 55 tokens : 85.45454545454545% similarity, with 47 matched token, and 8 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 60 tokens : 83.33333333333334% similarity, with 50 matched token, and 10 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 65 tokens : 81.53846153846153% similarity, with 53 matched token, and 12 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 70 tokens : 72.85714285714285% similarity, with 51 matched token, and 19 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 75 tokens : 68.0% similarity, with 51 matched token, and 24 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 80 tokens : 63.74999999999999% similarity, with 51 matched token, and 29 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 85 tokens : 57.647058823529406% similarity, with 49 matched token, and 36 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 90 tokens : 58.88888888888889% similarity, with 53 matched token, and 37 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 95 tokens : 54.736842105263165% similarity, with 52 matched token, and 43 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 100 tokens : 55.00000000000001% similarity, with 55 matched token, and 45 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 105 tokens : 56.19047619047619% similarity, with 59 matched token, and 46 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 110 tokens : 55.45454545454545% similarity, with 61 matched token, and 49 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 115 tokens : 53.04347826086957% similarity, with 61 matched token, and 54 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 120 tokens : 48.333333333333336% similarity, with 58 matched token, and 62 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 125 tokens : 46.400000000000006% similarity, with 58 matched token, and 67 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 130 tokens : 45.38461538461539% similarity, with 59 matched token, and 71 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 135 tokens : 44.44444444444444% similarity, with 60 matched token, and 75 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 140 tokens : 42.142857142857146% similarity, with 59 matched token, and 81 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 145 tokens : 42.758620689655174% similarity, with 62 matched token, and 83 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 150 tokens : 41.333333333333336% similarity, with 62 matched token, and 88 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 160 tokens : 35.0% similarity, with 56 matched token, and 104 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 170 tokens : 33.52941176470588% similarity, with 57 matched token, and 113 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 180 tokens : 32.77777777777778% similarity, with 59 matched token, and 121 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 190 tokens : 32.631578947368425% similarity, with 62 matched token, and 128 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 200 tokens : 33.0% similarity, with 66 matched token, and 134 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 210 tokens : 32.38095238095238% similarity, with 68 matched token, and 142 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 220 tokens : 29.09090909090909% similarity, with 64 matched token, and 156 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 230 tokens : 28.695652173913043% similarity, with 66 matched token, and 164 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 240 tokens : 30.833333333333336% similarity, with 74 matched token, and 166 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 250 tokens : 30.8% similarity, with 77 matched token, and 173 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 260 tokens : 31.153846153846153% similarity, with 81 matched token, and 179 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 270 tokens : 28.51851851851852% similarity, with 77 matched token, and 193 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 280 tokens : 30.0% similarity, with 84 matched token, and 196 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 290 tokens : 27.586206896551722% similarity, with 80 matched token, and 210 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 300 tokens : 28.000000000000004% similarity, with 84 matched token, and 216 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 325 tokens : 26.153846153846157% similarity, with 85 matched token, and 240 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 350 tokens : 25.142857142857146% similarity, with 88 matched token, and 262 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 375 tokens : 22.933333333333334% similarity, with 86 matched token, and 289 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 400 tokens : 22.75% similarity, with 91 matched token, and 309 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 425 tokens : 22.58823529411765% similarity, with 96 matched token, and 329 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 450 tokens : 20.88888888888889% similarity, with 94 matched token, and 356 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 475 tokens : 19.789473684210527% similarity, with 94 matched token, and 381 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 500 tokens : 18.8% similarity, with 94 matched token, and 406 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 525 tokens : 18.285714285714285% similarity, with 96 matched token, and 429 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 550 tokens : 17.636363636363637% similarity, with 97 matched token, and 453 token mismatch\r\n" + "## Model validation for 525 tokens : 99.61904761904762% similarity, with 523 matched token, and 2 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 575 tokens : 18.086956521739133% similarity, with 104 matched token, and 471 token mismatch\r\n" + "## Model validation for 550 tokens : 99.27272727272727% similarity, with 546 matched token, and 4 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 600 tokens : 17.0% similarity, with 102 matched token, and 498 token mismatch\r\n" + "## Model validation for 575 tokens : 99.30434782608695% similarity, with 571 matched token, and 4 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 625 tokens : 16.96% similarity, with 106 matched token, and 519 token mismatch\r\n" + "## Model validation for 600 tokens : 99.33333333333333% similarity, with 596 matched token, and 4 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 650 tokens : 15.384615384615385% similarity, with 100 matched token, and 550 token mismatch\r\n" + "## Model validation for 625 tokens : 99.03999999999999% similarity, with 619 matched token, and 6 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 675 tokens : 15.851851851851853% similarity, with 107 matched token, and 568 token mismatch\r\n" + "## Model validation for 650 tokens : 99.07692307692308% similarity, with 644 matched token, and 6 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 700 tokens : 14.285714285714285% similarity, with 100 matched token, and 600 token mismatch\r\n" + "## Model validation for 675 tokens : 99.11111111111111% similarity, with 669 matched token, and 6 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 750 tokens : 14.266666666666666% similarity, with 107 matched token, and 643 token mismatch\r\n" + "## Model validation for 700 tokens : 99.0% similarity, with 693 matched token, and 7 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 800 tokens : 13.375% similarity, with 107 matched token, and 693 token mismatch\r\n" + "## Model validation for 750 tokens : 99.06666666666666% similarity, with 743 matched token, and 7 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 850 tokens : 13.529411764705882% similarity, with 115 matched token, and 735 token mismatch\r\n" + "## Model validation for 800 tokens : 99.0% similarity, with 792 matched token, and 8 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 900 tokens : 13.0% similarity, with 117 matched token, and 783 token mismatch\r\n" + "## Model validation for 850 tokens : 99.05882352941177% similarity, with 842 matched token, and 8 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 950 tokens : 12.0% similarity, with 114 matched token, and 836 token mismatch\r\n" + "## Model validation for 900 tokens : 99.0% similarity, with 891 matched token, and 9 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1000 tokens : 11.1% similarity, with 111 matched token, and 889 token mismatch\r\n" + "## Model validation for 950 tokens : 99.1578947368421% similarity, with 942 matched token, and 8 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n" + "## Model validation for 1000 tokens : 99.2% similarity, with 992 matched token, and 8 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n", "###\r\n", "### Model validation end ###\r\n", "###\r\n" @@ -14293,25 +7260,25 @@ } ], "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L6-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L6-D1024-E0_1-1k.csv\"" + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-1k.csv\"" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "50bc6985", + "execution_count": 5, + "id": "633f1f79", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T21:14:20.832876Z", - "iopub.status.busy": "2023-09-05T21:14:20.832220Z", - "iopub.status.idle": "2023-09-05T21:17:59.733915Z", - "shell.execute_reply": "2023-09-05T21:17:59.732622Z" + "iopub.execute_input": "2023-08-26T13:31:50.161177Z", + "iopub.status.busy": "2023-08-26T13:31:50.160355Z", + "iopub.status.idle": "2023-08-26T13:36:16.812262Z", + "shell.execute_reply": "2023-08-26T13:36:16.811318Z" }, "papermill": { - "duration": 219.003796, - "end_time": "2023-09-05T21:17:59.736377", + "duration": 266.706426, + "end_time": "2023-08-26T13:36:16.814332", "exception": false, - "start_time": "2023-09-05T21:14:20.732581", + "start_time": "2023-08-26T13:31:50.107906", "status": "completed" }, "tags": [] @@ -14321,7 +7288,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 21:14:25,362] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 13:31:54,664] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -14344,413 +7311,413 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1100 tokens : 10.363636363636363% similarity, with 114 matched token, and 986 token mismatch\r\n" + "## Model validation for 1100 tokens : 98.63636363636363% similarity, with 1085 matched token, and 15 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1150 tokens : 9.826086956521738% similarity, with 113 matched token, and 1037 token mismatch\r\n" + "## Model validation for 1150 tokens : 98.52173913043478% similarity, with 1133 matched token, and 17 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1200 tokens : 9.75% similarity, with 117 matched token, and 1083 token mismatch\r\n" + "## Model validation for 1200 tokens : 98.75% similarity, with 1185 matched token, and 15 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1250 tokens : 9.6% similarity, with 120 matched token, and 1130 token mismatch\r\n" + "## Model validation for 1250 tokens : 98.72% similarity, with 1234 matched token, and 16 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1300 tokens : 9.230769230769232% similarity, with 120 matched token, and 1180 token mismatch\r\n" + "## Model validation for 1300 tokens : 98.61538461538461% similarity, with 1282 matched token, and 18 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1350 tokens : 8.592592592592592% similarity, with 116 matched token, and 1234 token mismatch\r\n" + "## Model validation for 1350 tokens : 98.44444444444444% similarity, with 1329 matched token, and 21 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1400 tokens : 9.071428571428571% similarity, with 127 matched token, and 1273 token mismatch\r\n" + "## Model validation for 1400 tokens : 98.5% similarity, with 1379 matched token, and 21 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1450 tokens : 8.827586206896552% similarity, with 128 matched token, and 1322 token mismatch\r\n" + "## Model validation for 1450 tokens : 98.20689655172414% similarity, with 1424 matched token, and 26 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1500 tokens : 7.933333333333334% similarity, with 119 matched token, and 1381 token mismatch\r\n" + "## Model validation for 1500 tokens : 97.86666666666667% similarity, with 1468 matched token, and 32 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1550 tokens : 7.677419354838709% similarity, with 119 matched token, and 1431 token mismatch\r\n" + "## Model validation for 1550 tokens : 97.67741935483872% similarity, with 1514 matched token, and 36 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1600 tokens : 7.9375% similarity, with 127 matched token, and 1473 token mismatch\r\n" + "## Model validation for 1600 tokens : 97.8125% similarity, with 1565 matched token, and 35 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1650 tokens : 7.212121212121213% similarity, with 119 matched token, and 1531 token mismatch\r\n" + "## Model validation for 1650 tokens : 97.57575757575758% similarity, with 1610 matched token, and 40 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1700 tokens : 6.88235294117647% similarity, with 117 matched token, and 1583 token mismatch\r\n" + "## Model validation for 1700 tokens : 97.6470588235294% similarity, with 1660 matched token, and 40 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1750 tokens : 6.800000000000001% similarity, with 119 matched token, and 1631 token mismatch\r\n" + "## Model validation for 1750 tokens : 97.94285714285714% similarity, with 1714 matched token, and 36 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1800 tokens : 6.888888888888889% similarity, with 124 matched token, and 1676 token mismatch\r\n" + "## Model validation for 1800 tokens : 97.72222222222223% similarity, with 1759 matched token, and 41 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1850 tokens : 6.594594594594596% similarity, with 122 matched token, and 1728 token mismatch\r\n" + "## Model validation for 1850 tokens : 96.86486486486487% similarity, with 1792 matched token, and 58 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1900 tokens : 6.368421052631579% similarity, with 121 matched token, and 1779 token mismatch\r\n" + "## Model validation for 1900 tokens : 96.36842105263158% similarity, with 1831 matched token, and 69 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1950 tokens : 6.102564102564102% similarity, with 119 matched token, and 1831 token mismatch\r\n" + "## Model validation for 1950 tokens : 95.23076923076923% similarity, with 1857 matched token, and 93 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2000 tokens : 6.0% similarity, with 120 matched token, and 1880 token mismatch\r\n" + "## Model validation for 2000 tokens : 94.75% similarity, with 1895 matched token, and 105 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2050 tokens : 5.951219512195122% similarity, with 122 matched token, and 1928 token mismatch\r\n" + "## Model validation for 2050 tokens : 93.26829268292684% similarity, with 1912 matched token, and 138 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2100 tokens : 5.714285714285714% similarity, with 120 matched token, and 1980 token mismatch\r\n" + "## Model validation for 2100 tokens : 91.33333333333333% similarity, with 1918 matched token, and 182 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2150 tokens : 5.627906976744186% similarity, with 121 matched token, and 2029 token mismatch\r\n" + "## Model validation for 2150 tokens : 90.13953488372093% similarity, with 1938 matched token, and 212 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2200 tokens : 5.227272727272727% similarity, with 115 matched token, and 2085 token mismatch\r\n" + "## Model validation for 2200 tokens : 88.81818181818181% similarity, with 1954 matched token, and 246 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2250 tokens : 5.066666666666666% similarity, with 114 matched token, and 2136 token mismatch\r\n" + "## Model validation for 2250 tokens : 86.62222222222222% similarity, with 1949 matched token, and 301 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2300 tokens : 5.043478260869565% similarity, with 116 matched token, and 2184 token mismatch\r\n" + "## Model validation for 2300 tokens : 84.82608695652173% similarity, with 1951 matched token, and 349 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2350 tokens : 4.808510638297872% similarity, with 113 matched token, and 2237 token mismatch\r\n" + "## Model validation for 2350 tokens : 82.08510638297872% similarity, with 1929 matched token, and 421 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2400 tokens : 4.75% similarity, with 114 matched token, and 2286 token mismatch\r\n" + "## Model validation for 2400 tokens : 80.625% similarity, with 1935 matched token, and 465 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2450 tokens : 4.775510204081632% similarity, with 117 matched token, and 2333 token mismatch\r\n" + "## Model validation for 2450 tokens : 78.61224489795919% similarity, with 1926 matched token, and 524 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2500 tokens : 4.68% similarity, with 117 matched token, and 2383 token mismatch\r\n" + "## Model validation for 2500 tokens : 77.08% similarity, with 1927 matched token, and 573 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2550 tokens : 4.627450980392156% similarity, with 118 matched token, and 2432 token mismatch\r\n" + "## Model validation for 2550 tokens : 75.25490196078431% similarity, with 1919 matched token, and 631 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2600 tokens : 4.576923076923077% similarity, with 119 matched token, and 2481 token mismatch\r\n" + "## Model validation for 2600 tokens : 73.88461538461539% similarity, with 1921 matched token, and 679 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2650 tokens : 4.60377358490566% similarity, with 122 matched token, and 2528 token mismatch\r\n" + "## Model validation for 2650 tokens : 72.71698113207547% similarity, with 1927 matched token, and 723 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2700 tokens : 4.62962962962963% similarity, with 125 matched token, and 2575 token mismatch\r\n" + "## Model validation for 2700 tokens : 71.4074074074074% similarity, with 1928 matched token, and 772 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2750 tokens : 4.618181818181818% similarity, with 127 matched token, and 2623 token mismatch\r\n" + "## Model validation for 2750 tokens : 70.10909090909091% similarity, with 1928 matched token, and 822 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2800 tokens : 4.5% similarity, with 126 matched token, and 2674 token mismatch\r\n" + "## Model validation for 2800 tokens : 68.85714285714286% similarity, with 1928 matched token, and 872 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2850 tokens : 4.456140350877193% similarity, with 127 matched token, and 2723 token mismatch\r\n" + "## Model validation for 2850 tokens : 67.89473684210526% similarity, with 1935 matched token, and 915 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2900 tokens : 4.344827586206897% similarity, with 126 matched token, and 2774 token mismatch\r\n" + "## Model validation for 2900 tokens : 66.6896551724138% similarity, with 1934 matched token, and 966 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2950 tokens : 4.372881355932203% similarity, with 129 matched token, and 2821 token mismatch\r\n" + "## Model validation for 2950 tokens : 65.62711864406779% similarity, with 1936 matched token, and 1014 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3000 tokens : 4.233333333333333% similarity, with 127 matched token, and 2873 token mismatch\r\n" + "## Model validation for 3000 tokens : 64.4% similarity, with 1932 matched token, and 1068 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3050 tokens : 4.19672131147541% similarity, with 128 matched token, and 2922 token mismatch\r\n" + "## Model validation for 3050 tokens : 63.31147540983607% similarity, with 1931 matched token, and 1119 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3100 tokens : 4.161290322580645% similarity, with 129 matched token, and 2971 token mismatch\r\n" + "## Model validation for 3100 tokens : 62.096774193548384% similarity, with 1925 matched token, and 1175 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3150 tokens : 4.1269841269841265% similarity, with 130 matched token, and 3020 token mismatch\r\n" + "## Model validation for 3150 tokens : 61.17460317460317% similarity, with 1927 matched token, and 1223 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3200 tokens : 4.125% similarity, with 132 matched token, and 3068 token mismatch\r\n" + "## Model validation for 3200 tokens : 60.21875% similarity, with 1927 matched token, and 1273 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3250 tokens : 4.153846153846154% similarity, with 135 matched token, and 3115 token mismatch\r\n" + "## Model validation for 3250 tokens : 59.199999999999996% similarity, with 1924 matched token, and 1326 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3300 tokens : 4.121212121212121% similarity, with 136 matched token, and 3164 token mismatch\r\n" + "## Model validation for 3300 tokens : 58.18181818181818% similarity, with 1920 matched token, and 1380 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3350 tokens : 3.940298507462687% similarity, with 132 matched token, and 3218 token mismatch\r\n" + "## Model validation for 3350 tokens : 57.134328358208954% similarity, with 1914 matched token, and 1436 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3400 tokens : 3.9411764705882355% similarity, with 134 matched token, and 3266 token mismatch\r\n" + "## Model validation for 3400 tokens : 56.294117647058826% similarity, with 1914 matched token, and 1486 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3450 tokens : 3.91304347826087% similarity, with 135 matched token, and 3315 token mismatch\r\n" + "## Model validation for 3450 tokens : 55.362318840579704% similarity, with 1910 matched token, and 1540 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3500 tokens : 3.9142857142857146% similarity, with 137 matched token, and 3363 token mismatch\r\n" + "## Model validation for 3500 tokens : 54.400000000000006% similarity, with 1904 matched token, and 1596 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3550 tokens : 3.859154929577465% similarity, with 137 matched token, and 3413 token mismatch\r\n" + "## Model validation for 3550 tokens : 53.54929577464789% similarity, with 1901 matched token, and 1649 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3600 tokens : 3.888888888888889% similarity, with 140 matched token, and 3460 token mismatch\r\n" + "## Model validation for 3600 tokens : 52.77777777777778% similarity, with 1900 matched token, and 1700 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3650 tokens : 3.863013698630137% similarity, with 141 matched token, and 3509 token mismatch\r\n" + "## Model validation for 3650 tokens : 51.89041095890411% similarity, with 1894 matched token, and 1756 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3700 tokens : 3.8108108108108105% similarity, with 141 matched token, and 3559 token mismatch\r\n" + "## Model validation for 3700 tokens : 51.054054054054056% similarity, with 1889 matched token, and 1811 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3750 tokens : 3.7600000000000002% similarity, with 141 matched token, and 3609 token mismatch\r\n" + "## Model validation for 3750 tokens : 50.18666666666667% similarity, with 1882 matched token, and 1868 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3800 tokens : 3.763157894736842% similarity, with 143 matched token, and 3657 token mismatch\r\n" + "## Model validation for 3800 tokens : 49.31578947368421% similarity, with 1874 matched token, and 1926 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3850 tokens : 3.766233766233766% similarity, with 145 matched token, and 3705 token mismatch\r\n" + "## Model validation for 3850 tokens : 48.51948051948052% similarity, with 1868 matched token, and 1982 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3900 tokens : 3.717948717948718% similarity, with 145 matched token, and 3755 token mismatch\r\n" + "## Model validation for 3900 tokens : 47.53846153846154% similarity, with 1854 matched token, and 2046 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3950 tokens : 3.645569620253165% similarity, with 144 matched token, and 3806 token mismatch\r\n" + "## Model validation for 3950 tokens : 46.607594936708864% similarity, with 1841 matched token, and 2109 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4000 tokens : 3.6249999999999996% similarity, with 145 matched token, and 3855 token mismatch\r\n", + "## Model validation for 4000 tokens : 45.574999999999996% similarity, with 1823 matched token, and 2177 token mismatch\r\n", "###\r\n", "### Model validation end ###\r\n", "###\r\n" @@ -14758,916 +7725,1095 @@ } ], "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L6-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L6-D1024-E0_1-4k.csv\" 1100 4000" + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-4k.csv\" 1100 4000" ] }, { "cell_type": "code", - "execution_count": 12, - "id": "488296d3", + "execution_count": 6, + "id": "f78a7cce", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T21:17:59.942749Z", - "iopub.status.busy": "2023-09-05T21:17:59.941792Z", - "iopub.status.idle": "2023-09-05T22:15:37.866692Z", - "shell.execute_reply": "2023-09-05T22:15:37.865420Z" + "iopub.execute_input": "2023-08-26T13:36:16.924786Z", + "iopub.status.busy": "2023-08-26T13:36:16.924015Z", + "iopub.status.idle": "2023-08-26T14:38:59.194602Z", + "shell.execute_reply": "2023-08-26T14:38:59.193661Z" }, "papermill": { - "duration": 3458.031609, - "end_time": "2023-09-05T22:15:37.869014", + "duration": 3762.328534, + "end_time": "2023-08-26T14:38:59.196991", "exception": false, - "start_time": "2023-09-05T21:17:59.837405", + "start_time": "2023-08-26T13:36:16.868457", "status": "completed" }, - "tags": [] - }, - "outputs": [ + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-08-26 13:36:21,464] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "###\r\n", + "### Model validation start ###\r\n", + "###\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "## Model validation for 4100 tokens : 43.97560975609756% similarity, with 1803 matched token, and 2297 token mismatch\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "## Model validation for 4200 tokens : 42.142857142857146% similarity, with 1770 matched token, and 2430 token mismatch\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "## Model validation for 4300 tokens : 40.27906976744186% similarity, with 1732 matched token, and 2568 token mismatch\r\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 21:18:04,474] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "## Model validation for 4400 tokens : 38.27272727272727% similarity, with 1684 matched token, and 2716 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" + "## Model validation for 4500 tokens : 35.8% similarity, with 1611 matched token, and 2889 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "###\r\n", - "### Model validation start ###\r\n", - "###\r\n" + "## Model validation for 4600 tokens : 33.71739130434783% similarity, with 1551 matched token, and 3049 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4100 tokens : 3.6585365853658534% similarity, with 150 matched token, and 3950 token mismatch\r\n" + "## Model validation for 4700 tokens : 31.06382978723404% similarity, with 1460 matched token, and 3240 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4200 tokens : 3.571428571428571% similarity, with 150 matched token, and 4050 token mismatch\r\n" + "## Model validation for 4800 tokens : 28.375% similarity, with 1362 matched token, and 3438 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4300 tokens : 3.5348837209302326% similarity, with 152 matched token, and 4148 token mismatch\r\n" + "## Model validation for 4900 tokens : 25.857142857142858% similarity, with 1267 matched token, and 3633 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4400 tokens : 3.5227272727272725% similarity, with 155 matched token, and 4245 token mismatch\r\n" + "## Model validation for 5000 tokens : 23.04% similarity, with 1152 matched token, and 3848 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4500 tokens : 3.4888888888888885% similarity, with 157 matched token, and 4343 token mismatch\r\n" + "## Model validation for 5100 tokens : 20.784313725490197% similarity, with 1060 matched token, and 4040 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4600 tokens : 3.5000000000000004% similarity, with 161 matched token, and 4439 token mismatch\r\n" + "## Model validation for 5200 tokens : 18.5% similarity, with 962 matched token, and 4238 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4700 tokens : 3.5106382978723407% similarity, with 165 matched token, and 4535 token mismatch\r\n" + "## Model validation for 5300 tokens : 16.88679245283019% similarity, with 895 matched token, and 4405 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4800 tokens : 3.4583333333333335% similarity, with 166 matched token, and 4634 token mismatch\r\n" + "## Model validation for 5400 tokens : 15.24074074074074% similarity, with 823 matched token, and 4577 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4900 tokens : 3.4489795918367343% similarity, with 169 matched token, and 4731 token mismatch\r\n" + "## Model validation for 5500 tokens : 13.436363636363636% similarity, with 739 matched token, and 4761 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5000 tokens : 3.38% similarity, with 169 matched token, and 4831 token mismatch\r\n" + "## Model validation for 5600 tokens : 11.607142857142858% similarity, with 650 matched token, and 4950 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5100 tokens : 3.392156862745098% similarity, with 173 matched token, and 4927 token mismatch\r\n" + "## Model validation for 5700 tokens : 10.385964912280702% similarity, with 592 matched token, and 5108 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5200 tokens : 3.307692307692308% similarity, with 172 matched token, and 5028 token mismatch\r\n" + "## Model validation for 5800 tokens : 9.327586206896552% similarity, with 541 matched token, and 5259 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5300 tokens : 3.3207547169811322% similarity, with 176 matched token, and 5124 token mismatch\r\n" + "## Model validation for 5900 tokens : 8.305084745762711% similarity, with 490 matched token, and 5410 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5400 tokens : 3.2407407407407405% similarity, with 175 matched token, and 5225 token mismatch\r\n" + "## Model validation for 6000 tokens : 7.466666666666668% similarity, with 448 matched token, and 5552 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5500 tokens : 3.272727272727273% similarity, with 180 matched token, and 5320 token mismatch\r\n" + "## Model validation for 6100 tokens : 6.672131147540984% similarity, with 407 matched token, and 5693 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5600 tokens : 3.2857142857142856% similarity, with 184 matched token, and 5416 token mismatch\r\n" + "## Model validation for 6200 tokens : 6.048387096774194% similarity, with 375 matched token, and 5825 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5700 tokens : 3.263157894736842% similarity, with 186 matched token, and 5514 token mismatch\r\n" + "## Model validation for 6300 tokens : 5.65079365079365% similarity, with 356 matched token, and 5944 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5800 tokens : 3.2241379310344827% similarity, with 187 matched token, and 5613 token mismatch\r\n" + "## Model validation for 6400 tokens : 5.328125% similarity, with 341 matched token, and 6059 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5900 tokens : 3.2542372881355934% similarity, with 192 matched token, and 5708 token mismatch\r\n" + "## Model validation for 6500 tokens : 4.984615384615385% similarity, with 324 matched token, and 6176 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6000 tokens : 3.2333333333333334% similarity, with 194 matched token, and 5806 token mismatch\r\n" + "## Model validation for 6600 tokens : 4.6818181818181825% similarity, with 309 matched token, and 6291 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6100 tokens : 3.245901639344263% similarity, with 198 matched token, and 5902 token mismatch\r\n" + "## Model validation for 6700 tokens : 4.447761194029851% similarity, with 298 matched token, and 6402 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6200 tokens : 3.225806451612903% similarity, with 200 matched token, and 6000 token mismatch\r\n" + "## Model validation for 6800 tokens : 4.25% similarity, with 289 matched token, and 6511 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6300 tokens : 3.2380952380952377% similarity, with 204 matched token, and 6096 token mismatch\r\n" + "## Model validation for 6900 tokens : 4.08695652173913% similarity, with 282 matched token, and 6618 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6400 tokens : 3.2343749999999996% similarity, with 207 matched token, and 6193 token mismatch\r\n" + "## Model validation for 7000 tokens : 4.0% similarity, with 280 matched token, and 6720 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6500 tokens : 3.2615384615384615% similarity, with 212 matched token, and 6288 token mismatch\r\n" + "## Model validation for 7100 tokens : 3.943661971830986% similarity, with 280 matched token, and 6820 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6600 tokens : 3.2424242424242427% similarity, with 214 matched token, and 6386 token mismatch\r\n" + "## Model validation for 7200 tokens : 3.763888888888889% similarity, with 271 matched token, and 6929 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6700 tokens : 3.268656716417911% similarity, with 219 matched token, and 6481 token mismatch\r\n" + "## Model validation for 7300 tokens : 3.767123287671233% similarity, with 275 matched token, and 7025 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6800 tokens : 3.25% similarity, with 221 matched token, and 6579 token mismatch\r\n" + "## Model validation for 7400 tokens : 3.689189189189189% similarity, with 273 matched token, and 7127 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6900 tokens : 3.27536231884058% similarity, with 226 matched token, and 6674 token mismatch\r\n" + "## Model validation for 7500 tokens : 3.64% similarity, with 273 matched token, and 7227 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7000 tokens : 3.257142857142857% similarity, with 228 matched token, and 6772 token mismatch\r\n" + "## Model validation for 7600 tokens : 3.578947368421052% similarity, with 272 matched token, and 7328 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7100 tokens : 3.2394366197183095% similarity, with 230 matched token, and 6870 token mismatch\r\n" + "## Model validation for 7700 tokens : 3.5844155844155843% similarity, with 276 matched token, and 7424 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7200 tokens : 3.236111111111111% similarity, with 233 matched token, and 6967 token mismatch\r\n" + "## Model validation for 7800 tokens : 3.5512820512820515% similarity, with 277 matched token, and 7523 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7300 tokens : 3.2602739726027394% similarity, with 238 matched token, and 7062 token mismatch\r\n" + "## Model validation for 7900 tokens : 3.468354430379747% similarity, with 274 matched token, and 7626 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7400 tokens : 3.256756756756757% similarity, with 241 matched token, and 7159 token mismatch\r\n" + "## Model validation for 8000 tokens : 3.4250000000000003% similarity, with 274 matched token, and 7726 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7500 tokens : 3.2399999999999998% similarity, with 243 matched token, and 7257 token mismatch\r\n" + "## Model validation for 8100 tokens : 3.419753086419753% similarity, with 277 matched token, and 7823 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7600 tokens : 3.25% similarity, with 247 matched token, and 7353 token mismatch\r\n" + "## Model validation for 8200 tokens : 3.414634146341464% similarity, with 280 matched token, and 7920 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7700 tokens : 3.25974025974026% similarity, with 251 matched token, and 7449 token mismatch\r\n" + "## Model validation for 8300 tokens : 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token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8100 tokens : 3.2839506172839505% similarity, with 266 matched token, and 7834 token mismatch\r\n" + "## Model validation for 8700 tokens : 3.3678160919540225% similarity, with 293 matched token, and 8407 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8200 tokens : 3.2682926829268295% similarity, with 268 matched token, and 7932 token mismatch\r\n" + "## Model validation for 8800 tokens : 3.3295454545454546% similarity, with 293 matched token, and 8507 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8300 tokens : 3.2530120481927707% similarity, with 270 matched token, and 8030 token mismatch\r\n" + "## Model validation for 8900 tokens : 3.348314606741573% similarity, with 298 matched token, and 8602 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8400 tokens : 3.2380952380952377% similarity, with 272 matched token, and 8128 token mismatch\r\n" + "## Model validation for 9000 tokens : 3.3333333333333335% similarity, with 300 matched token, and 8700 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8500 tokens : 3.2705882352941176% similarity, with 278 matched token, and 8222 token mismatch\r\n" + "## Model validation for 9100 tokens : 3.3406593406593412% similarity, with 304 matched token, and 8796 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8600 tokens : 3.2674418604651168% similarity, with 281 matched token, and 8319 token mismatch\r\n" + "## Model validation for 9200 tokens : 3.3260869565217392% similarity, with 306 matched token, and 8894 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8700 tokens : 3.2758620689655173% similarity, with 285 matched token, and 8415 token mismatch\r\n" + "## Model validation for 9300 tokens : 3.3010752688172045% similarity, with 307 matched token, and 8993 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8800 tokens : 3.25% similarity, with 286 matched token, and 8514 token mismatch\r\n" + "## Model validation for 9400 tokens : 3.2978723404255317% similarity, with 310 matched token, and 9090 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8900 tokens : 3.258426966292135% similarity, with 290 matched token, and 8610 token mismatch\r\n" + "## Model validation for 9500 tokens : 3.3157894736842106% similarity, with 315 matched token, and 9185 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9000 tokens : 3.255555555555555% similarity, with 293 matched token, and 8707 token 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"text": [ - "## Model validation for 10000 tokens : 3.29% similarity, with 329 matched token, and 9671 token mismatch\r\n" + "## Model validation for 10600 tokens : 3.3584905660377355% similarity, with 356 matched token, and 10244 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 10100 tokens : 3.306930693069307% similarity, with 334 matched token, and 9766 token mismatch\r\n" + "## Model validation for 10700 tokens : 3.392523364485981% similarity, with 363 matched token, and 10337 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 10200 tokens : 3.294117647058824% similarity, with 336 matched token, and 9864 token mismatch\r\n" + "## Model validation for 10800 tokens : 3.4074074074074074% similarity, with 368 matched token, and 10432 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 10300 tokens : 3.2815533980582527% 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and 11392 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11300 tokens : 3.3097345132743365% similarity, with 374 matched token, and 10926 token mismatch\r\n" + "## Model validation for 11900 tokens : 3.46218487394958% similarity, with 412 matched token, and 11488 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11400 tokens : 3.3421052631578947% similarity, with 381 matched token, and 11019 token mismatch\r\n" + "## Model validation for 12000 tokens : 3.4750000000000005% similarity, with 417 matched token, and 11583 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11500 tokens : 3.3304347826086955% similarity, with 383 matched token, and 11117 token mismatch\r\n" + "## Model validation for 12100 tokens : 3.487603305785124% similarity, with 422 matched token, and 11678 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11600 tokens : 3.3448275862068964% similarity, with 388 matched token, and 11212 token mismatch\r\n" + "## Model validation for 12200 tokens : 3.475409836065574% similarity, with 424 matched token, and 11776 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11700 tokens : 3.3333333333333335% similarity, with 390 matched token, and 11310 token mismatch\r\n" + "## Model validation for 12300 tokens : 3.487804878048781% similarity, with 429 matched token, and 11871 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 11800 tokens : 3.347457627118644% similarity, with 395 matched token, and 11405 token mismatch\r\n" + "## Model validation for 12400 tokens : 3.491935483870968% similarity, with 433 matched token, and 11967 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model 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}, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 13200 tokens : 3.3636363636363638% similarity, with 444 matched token, and 12756 token mismatch\r\n" + "## Model validation for 13800 tokens : 3.5144927536231885% similarity, with 485 matched token, and 13315 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 13300 tokens : 3.3533834586466167% similarity, with 446 matched token, and 12854 token mismatch\r\n" + "## Model validation for 13900 tokens : 3.5251798561151078% similarity, with 490 matched token, and 13410 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 13400 tokens : 3.3731343283582094% similarity, with 452 matched token, and 12948 token mismatch\r\n" + "## Model validation for 14000 tokens : 3.55% similarity, with 497 matched token, and 13503 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## 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14757 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 14800 tokens : 3.371621621621622% similarity, with 499 matched token, and 14301 token mismatch\r\n" + "## Model validation for 15400 tokens : 3.551948051948052% similarity, with 547 matched token, and 14853 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 14900 tokens : 3.3758389261744965% similarity, with 503 matched token, and 14397 token mismatch\r\n" + "## Model validation for 15500 tokens : 3.5483870967741935% similarity, with 550 matched token, and 14950 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15000 tokens : 3.373333333333333% similarity, with 506 matched token, and 14494 token mismatch\r\n" + "## Model validation for 15600 tokens : 3.5448717948717947% similarity, with 553 matched token, and 15047 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15100 tokens : 3.357615894039735% similarity, with 507 matched token, and 14593 token mismatch\r\n" + "## Model validation for 15700 tokens : 3.5605095541401273% similarity, with 559 matched token, and 15141 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15200 tokens : 3.3486842105263155% similarity, with 509 matched token, and 14691 token mismatch\r\n" + "## Model validation for 15800 tokens : 3.5506329113924053% similarity, with 561 matched token, and 15239 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15300 tokens : 3.3529411764705883% similarity, with 513 matched token, and 14787 token mismatch\r\n" + "## Model validation for 15900 tokens : 3.547169811320755% similarity, with 564 matched token, and 15336 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15400 tokens : 3.3441558441558437% similarity, with 515 matched token, and 14885 token mismatch\r\n" + "## Model validation for 16000 tokens : 3.5437499999999997% similarity, with 567 matched token, and 15433 token mismatch\r\n", + "###\r\n", + "### Model validation end ###\r\n", + "###\r\n" ] + } + ], + "source": [ + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/BaseV5-C-Tune5.pth\" \"./logs/BaseV5-C-Tune5-16k.csv\" 4100 16000" + ] + }, + { + "cell_type": "markdown", + "id": "cfbf5b3d", + "metadata": { + "papermill": { + "duration": 0.061671, + "end_time": "2023-08-26T14:38:59.320285", + "exception": false, + "start_time": "2023-08-26T14:38:59.258614", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# EWR V5 benchmark" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "60d86655", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T14:38:59.445569Z", + "iopub.status.busy": "2023-08-26T14:38:59.444939Z", + "iopub.status.idle": "2023-08-26T14:39:05.718059Z", + "shell.execute_reply": "2023-08-26T14:39:05.716844Z" + }, + "papermill": { + "duration": 6.338733, + "end_time": "2023-08-26T14:39:05.720399", + "exception": false, + "start_time": "2023-08-26T14:38:59.381666", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15500 tokens : 3.3419354838709676% similarity, with 518 matched token, and 14982 token mismatch\r\n" + "[2023-08-26 14:39:03,924] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15600 tokens : 3.346153846153846% similarity, with 522 matched token, and 15078 token mismatch\r\n" + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", + " asyncio.run(main_function())\r\n", + " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", + " return loop.run_until_complete(main)\r\n", + " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", + " return future.result()\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", + " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", + " self.model = RWKV(**model_config)\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" ] + } + ], + "source": [ + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-1k.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "851be2b7", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T14:39:05.838572Z", + "iopub.status.busy": "2023-08-26T14:39:05.837927Z", + "iopub.status.idle": "2023-08-26T14:39:12.062651Z", + "shell.execute_reply": "2023-08-26T14:39:12.061734Z" + }, + "papermill": { + "duration": 6.287262, + "end_time": "2023-08-26T14:39:12.065659", + "exception": false, + "start_time": "2023-08-26T14:39:05.778397", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15700 tokens : 3.3503184713375793% similarity, with 526 matched token, and 15174 token mismatch\r\n" + "[2023-08-26 14:39:10,148] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15800 tokens : 3.3417721518987342% similarity, with 528 matched token, and 15272 token mismatch\r\n" + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", + " asyncio.run(main_function())\r\n", + " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", + " return loop.run_until_complete(main)\r\n", + " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", + " return future.result()\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", + " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", + " self.model = RWKV(**model_config)\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" ] + } + ], + "source": [ + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-4k.csv\" 1100 4000" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e6022677", + "metadata": { + "execution": { + "iopub.execute_input": "2023-08-26T14:39:12.215332Z", + "iopub.status.busy": "2023-08-26T14:39:12.214878Z", + "iopub.status.idle": "2023-08-26T14:39:18.967986Z", + "shell.execute_reply": "2023-08-26T14:39:18.967070Z" }, + "papermill": { + "duration": 6.823866, + "end_time": "2023-08-26T14:39:18.970264", + "exception": false, + "start_time": "2023-08-26T14:39:12.146398", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15900 tokens : 3.3333333333333335% similarity, with 530 matched token, and 15370 token mismatch\r\n" + "[2023-08-26 14:39:16,784] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 16000 tokens : 3.325% similarity, with 532 matched token, and 15468 token mismatch\r\n" + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", + " asyncio.run(main_function())\r\n", + " File \"/usr/lib/python3.10/asyncio/runners.py\", line 44, in run\r\n", + " return loop.run_until_complete(main)\r\n", + " File \"/usr/lib/python3.10/asyncio/base_events.py\", line 649, in run_until_complete\r\n", + " return future.result()\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/./memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", + " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" + " self.model = RWKV(**model_config)\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '../../../model/EWR-1B5-E0_1.pth' does not exist\r\n" ] } ], "source": [ - "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/v5-L6-D1024-E0_1-mem-ctx-8k.pth\" \"./logs/v5-L6-D1024-E0_1-16k.csv\" 4100 16000" + "!python3 ./memory_script/eval_v5_memory_guided.py \"../../../model/EWR-1B5-E0_1.pth\" \"./logs/v5-EWR-1B5-E0_1-16k.csv\" 4100 16000" ] }, { "cell_type": "markdown", - "id": "579317b2", + "id": "29d656b6", "metadata": { "papermill": { - "duration": 0.104356, - "end_time": "2023-09-05T22:15:38.079271", + "duration": 0.061957, + "end_time": "2023-08-26T14:39:19.094552", "exception": false, - "start_time": "2023-09-05T22:15:37.974915", + "start_time": "2023-08-26T14:39:19.032595", "status": "completed" }, "tags": [] @@ -15678,20 +8824,20 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "a3bc5e5c", + "execution_count": 10, + "id": "04f299aa", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T22:15:38.293951Z", - "iopub.status.busy": "2023-09-05T22:15:38.293240Z", - "iopub.status.idle": "2023-09-05T22:16:30.929975Z", - "shell.execute_reply": "2023-09-05T22:16:30.928742Z" + "iopub.execute_input": "2023-08-26T14:39:19.221229Z", + "iopub.status.busy": "2023-08-26T14:39:19.220475Z", + "iopub.status.idle": "2023-08-26T14:40:15.430273Z", + "shell.execute_reply": "2023-08-26T14:40:15.428492Z" }, "papermill": { - "duration": 52.74712, - "end_time": "2023-09-05T22:16:30.932428", + "duration": 56.276274, + "end_time": "2023-08-26T14:40:15.432948", "exception": false, - "start_time": "2023-09-05T22:15:38.185308", + "start_time": "2023-08-26T14:39:19.156674", "status": "completed" }, "tags": [] @@ -15701,7 +8847,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 22:15:42,702] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 14:39:23,732] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -16186,20 +9332,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1000 tokens : 67.4% similarity, with 674 matched token, and 326 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n" + "## Model validation for 1000 tokens : 67.5% similarity, with 675 matched token, and 325 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "## Finished baseline model to eval output predictive matching (aka 0 memory?), for 1000 tokens\r\n", "###\r\n", "### Model validation end ###\r\n", "###\r\n" @@ -16212,20 +9352,20 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "6bf21423", + "execution_count": 11, + "id": "cd974aff", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T22:16:31.257032Z", - "iopub.status.busy": "2023-09-05T22:16:31.256036Z", - "iopub.status.idle": "2023-09-05T22:20:35.318227Z", - "shell.execute_reply": "2023-09-05T22:20:35.316693Z" + "iopub.execute_input": "2023-08-26T14:40:15.563705Z", + "iopub.status.busy": "2023-08-26T14:40:15.561980Z", + "iopub.status.idle": "2023-08-26T14:44:23.290770Z", + "shell.execute_reply": "2023-08-26T14:44:23.289849Z" }, "papermill": { - "duration": 244.178194, - "end_time": "2023-09-05T22:20:35.320591", + "duration": 247.796902, + "end_time": "2023-08-26T14:44:23.293511", "exception": false, - "start_time": "2023-09-05T22:16:31.142397", + "start_time": "2023-08-26T14:40:15.496609", "status": "completed" }, "tags": [] @@ -16235,7 +9375,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 22:16:35,877] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 14:40:19,891] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -16293,7 +9433,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1350 tokens : 50.37037037037037% similarity, with 680 matched token, and 670 token mismatch\r\n" + "## Model validation for 1350 tokens : 50.2962962962963% similarity, with 679 matched token, and 671 token mismatch\r\n" ] }, { @@ -16328,7 +9468,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1600 tokens : 41.125% similarity, with 658 matched token, and 942 token mismatch\r\n" + "## Model validation for 1600 tokens : 41.1875% similarity, with 659 matched token, and 941 token mismatch\r\n" ] }, { @@ -16342,7 +9482,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1700 tokens : 38.23529411764706% similarity, with 650 matched token, and 1050 token mismatch\r\n" + "## Model validation for 1700 tokens : 38.1764705882353% similarity, with 649 matched token, and 1051 token mismatch\r\n" ] }, { @@ -16356,21 +9496,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1800 tokens : 35.388888888888886% similarity, with 637 matched token, and 1163 token mismatch\r\n" + "## Model validation for 1800 tokens : 35.44444444444444% similarity, with 638 matched token, and 1162 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1850 tokens : 33.4054054054054% similarity, with 618 matched token, and 1232 token mismatch\r\n" + "## Model validation for 1850 tokens : 33.2972972972973% similarity, with 616 matched token, and 1234 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1900 tokens : 32.315789473684205% similarity, with 614 matched token, and 1286 token mismatch\r\n" + "## Model validation for 1900 tokens : 32.26315789473684% similarity, with 613 matched token, and 1287 token mismatch\r\n" ] }, { @@ -16384,7 +9524,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2000 tokens : 30.75% similarity, with 615 matched token, and 1385 token mismatch\r\n" + "## Model validation for 2000 tokens : 30.7% similarity, with 614 matched token, and 1386 token mismatch\r\n" ] }, { @@ -16405,14 +9545,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2150 tokens : 28.511627906976745% similarity, with 613 matched token, and 1537 token mismatch\r\n" + "## Model validation for 2150 tokens : 28.55813953488372% similarity, with 614 matched token, and 1536 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2200 tokens : 28.045454545454547% similarity, with 617 matched token, and 1583 token mismatch\r\n" + "## Model validation for 2200 tokens : 28.000000000000004% similarity, with 616 matched token, and 1584 token mismatch\r\n" ] }, { @@ -16447,7 +9587,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2450 tokens : 24.653061224489793% similarity, with 604 matched token, and 1846 token mismatch\r\n" + "## Model validation for 2450 tokens : 24.816326530612244% similarity, with 608 matched token, and 1842 token mismatch\r\n" ] }, { @@ -16461,21 +9601,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2550 tokens : 23.764705882352942% similarity, with 606 matched token, and 1944 token mismatch\r\n" + "## Model validation for 2550 tokens : 23.72549019607843% similarity, with 605 matched token, and 1945 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2600 tokens : 23.26923076923077% similarity, with 605 matched token, and 1995 token mismatch\r\n" + "## Model validation for 2600 tokens : 23.23076923076923% similarity, with 604 matched token, and 1996 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2650 tokens : 22.79245283018868% similarity, with 604 matched token, and 2046 token mismatch\r\n" + "## Model validation for 2650 tokens : 22.754716981132077% similarity, with 603 matched token, and 2047 token mismatch\r\n" ] }, { @@ -16496,7 +9636,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2800 tokens : 21.464285714285715% similarity, with 601 matched token, and 2199 token mismatch\r\n" + "## Model validation for 2800 tokens : 21.392857142857142% similarity, with 599 matched token, and 2201 token mismatch\r\n" ] }, { @@ -16510,21 +9650,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2900 tokens : 20.620689655172413% similarity, with 598 matched token, and 2302 token mismatch\r\n" + "## Model validation for 2900 tokens : 20.655172413793103% similarity, with 599 matched token, and 2301 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2950 tokens : 20.30508474576271% similarity, with 599 matched token, and 2351 token mismatch\r\n" + "## Model validation for 2950 tokens : 20.271186440677965% similarity, with 598 matched token, and 2352 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3000 tokens : 19.933333333333334% similarity, with 598 matched token, and 2402 token mismatch\r\n" + "## Model validation for 3000 tokens : 19.8% similarity, with 594 matched token, and 2406 token mismatch\r\n" ] }, { @@ -16538,7 +9678,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3100 tokens : 19.193548387096772% similarity, with 595 matched token, and 2505 token mismatch\r\n" + "## Model validation for 3100 tokens : 19.225806451612904% similarity, with 596 matched token, and 2504 token mismatch\r\n" ] }, { @@ -16566,35 +9706,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3300 tokens : 17.87878787878788% similarity, with 590 matched token, and 2710 token mismatch\r\n" + "## Model validation for 3300 tokens : 17.84848484848485% similarity, with 589 matched token, and 2711 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3350 tokens : 17.55223880597015% similarity, with 588 matched token, and 2762 token mismatch\r\n" + "## Model validation for 3350 tokens : 17.522388059701495% similarity, with 587 matched token, and 2763 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3400 tokens : 17.323529411764707% similarity, with 589 matched token, and 2811 token mismatch\r\n" + "## Model validation for 3400 tokens : 17.352941176470587% similarity, with 590 matched token, and 2810 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3450 tokens : 16.98550724637681% similarity, with 586 matched token, and 2864 token mismatch\r\n" + "## Model validation for 3450 tokens : 16.956521739130434% similarity, with 585 matched token, and 2865 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3500 tokens : 16.62857142857143% similarity, with 582 matched token, and 2918 token mismatch\r\n" + "## Model validation for 3500 tokens : 16.57142857142857% similarity, with 580 matched token, and 2920 token mismatch\r\n" ] }, { @@ -16608,35 +9748,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3600 tokens : 15.944444444444445% similarity, with 574 matched token, and 3026 token mismatch\r\n" + "## Model validation for 3600 tokens : 16.0% similarity, with 576 matched token, and 3024 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3650 tokens : 15.835616438356166% similarity, with 578 matched token, and 3072 token mismatch\r\n" + "## Model validation for 3650 tokens : 15.890410958904111% similarity, with 580 matched token, and 3070 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3700 tokens : 15.486486486486486% similarity, with 573 matched token, and 3127 token mismatch\r\n" + "## Model validation for 3700 tokens : 15.513513513513514% similarity, with 574 matched token, and 3126 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3750 tokens : 15.28% similarity, with 573 matched token, and 3177 token mismatch\r\n" + "## Model validation for 3750 tokens : 15.306666666666665% similarity, with 574 matched token, and 3176 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3800 tokens : 15.026315789473685% similarity, with 571 matched token, and 3229 token mismatch\r\n" + "## Model validation for 3800 tokens : 15.078947368421053% similarity, with 573 matched token, and 3227 token mismatch\r\n" ] }, { @@ -16650,21 +9790,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3900 tokens : 14.692307692307693% similarity, with 573 matched token, and 3327 token mismatch\r\n" + "## Model validation for 3900 tokens : 14.666666666666666% similarity, with 572 matched token, and 3328 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3950 tokens : 14.27848101265823% similarity, with 564 matched token, and 3386 token mismatch\r\n" + "## Model validation for 3950 tokens : 14.253164556962025% similarity, with 563 matched token, and 3387 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4000 tokens : 13.850000000000001% similarity, with 554 matched token, and 3446 token mismatch\r\n" + "## Model validation for 4000 tokens : 13.875000000000002% similarity, with 555 matched token, and 3445 token mismatch\r\n" ] }, { @@ -16683,20 +9823,20 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "44ea2959", + "execution_count": 12, + "id": "55c4b231", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T22:20:35.545636Z", - "iopub.status.busy": "2023-09-05T22:20:35.545083Z", - "iopub.status.idle": "2023-09-05T23:20:17.504268Z", - "shell.execute_reply": "2023-09-05T23:20:17.503356Z" + "iopub.execute_input": "2023-08-26T14:44:23.524751Z", + "iopub.status.busy": "2023-08-26T14:44:23.524350Z", + "iopub.status.idle": "2023-08-26T15:43:52.551775Z", + "shell.execute_reply": "2023-08-26T15:43:52.550592Z" }, "papermill": { - "duration": 3582.074768, - "end_time": "2023-09-05T23:20:17.506577", + "duration": 3569.18119, + "end_time": "2023-08-26T15:43:52.554057", "exception": false, - "start_time": "2023-09-05T22:20:35.431809", + "start_time": "2023-08-26T14:44:23.372867", "status": "completed" }, "tags": [] @@ -16706,7 +9846,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 22:20:39,857] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 14:44:28,120] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -16729,14 +9869,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4100 tokens : 13.390243902439025% similarity, with 549 matched token, and 3551 token mismatch\r\n" + "## Model validation for 4100 tokens : 13.463414634146343% similarity, with 552 matched token, and 3548 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4200 tokens : 12.547619047619046% similarity, with 527 matched token, and 3673 token mismatch\r\n" + "## Model validation for 4200 tokens : 12.523809523809524% similarity, with 526 matched token, and 3674 token mismatch\r\n" ] }, { @@ -16750,21 +9890,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4400 tokens : 10.772727272727273% similarity, with 474 matched token, and 3926 token mismatch\r\n" + "## Model validation for 4400 tokens : 10.795454545454545% similarity, with 475 matched token, and 3925 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4500 tokens : 9.88888888888889% similarity, with 445 matched token, and 4055 token mismatch\r\n" + "## Model validation for 4500 tokens : 9.911111111111111% similarity, with 446 matched token, and 4054 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4600 tokens : 8.782608695652174% similarity, with 404 matched token, and 4196 token mismatch\r\n" + "## Model validation for 4600 tokens : 8.76086956521739% similarity, with 403 matched token, and 4197 token mismatch\r\n" ] }, { @@ -16792,14 +9932,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5000 tokens : 5.4399999999999995% similarity, with 272 matched token, and 4728 token mismatch\r\n" + "## Model validation for 5000 tokens : 5.46% similarity, with 273 matched token, and 4727 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5100 tokens : 4.96078431372549% similarity, with 253 matched token, and 4847 token mismatch\r\n" + "## Model validation for 5100 tokens : 4.980392156862745% similarity, with 254 matched token, and 4846 token mismatch\r\n" ] }, { @@ -16813,21 +9953,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5300 tokens : 4.377358490566038% similarity, with 232 matched token, and 5068 token mismatch\r\n" + "## Model validation for 5300 tokens : 4.3584905660377355% similarity, with 231 matched token, and 5069 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5400 tokens : 4.092592592592593% similarity, with 221 matched token, and 5179 token mismatch\r\n" + "## Model validation for 5400 tokens : 4.12962962962963% similarity, with 223 matched token, and 5177 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5500 tokens : 4.0% similarity, with 220 matched token, and 5280 token mismatch\r\n" + "## Model validation for 5500 tokens : 4.018181818181818% similarity, with 221 matched token, and 5279 token mismatch\r\n" ] }, { @@ -16862,7 +10002,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6000 tokens : 3.55% similarity, with 213 matched token, and 5787 token mismatch\r\n" + "## Model validation for 6000 tokens : 3.5333333333333337% similarity, with 212 matched token, and 5788 token mismatch\r\n" ] }, { @@ -16876,7 +10016,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6200 tokens : 3.5000000000000004% similarity, with 217 matched token, and 5983 token mismatch\r\n" + "## Model validation for 6200 tokens : 3.516129032258065% similarity, with 218 matched token, and 5982 token mismatch\r\n" ] }, { @@ -16904,7 +10044,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6600 tokens : 3.424242424242424% similarity, with 226 matched token, and 6374 token mismatch\r\n" + "## Model validation for 6600 tokens : 3.4393939393939394% similarity, with 227 matched token, and 6373 token mismatch\r\n" ] }, { @@ -16925,7 +10065,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6900 tokens : 3.4492753623188404% similarity, with 238 matched token, and 6662 token mismatch\r\n" + "## Model validation for 6900 tokens : 3.4637681159420293% similarity, with 239 matched token, and 6661 token mismatch\r\n" ] }, { @@ -16946,7 +10086,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 7200 tokens : 3.4027777777777777% similarity, with 245 matched token, and 6955 token mismatch\r\n" + "## Model validation for 7200 tokens : 3.3888888888888893% similarity, with 244 matched token, and 6956 token mismatch\r\n" ] }, { @@ -17030,7 +10170,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 8400 tokens : 3.428571428571429% similarity, with 288 matched token, and 8112 token mismatch\r\n" + "## Model validation for 8400 tokens : 3.4166666666666665% similarity, with 287 matched token, and 8113 token mismatch\r\n" ] }, { @@ -17079,7 +10219,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9100 tokens : 3.4505494505494507% similarity, with 314 matched token, and 8786 token mismatch\r\n" + "## Model validation for 9100 tokens : 3.4395604395604393% similarity, with 313 matched token, and 8787 token mismatch\r\n" ] }, { @@ -17100,21 +10240,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9400 tokens : 3.404255319148936% similarity, with 320 matched token, and 9080 token mismatch\r\n" + "## Model validation for 9400 tokens : 3.393617021276596% similarity, with 319 matched token, and 9081 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9500 tokens : 3.431578947368421% similarity, with 326 matched token, and 9174 token mismatch\r\n" + "## Model validation for 9500 tokens : 3.421052631578948% similarity, with 325 matched token, and 9175 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9600 tokens : 3.4166666666666665% similarity, with 328 matched token, and 9272 token mismatch\r\n" + "## Model validation for 9600 tokens : 3.4062500000000004% similarity, with 327 matched token, and 9273 token mismatch\r\n" ] }, { @@ -17135,7 +10275,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 9900 tokens : 3.424242424242424% similarity, with 339 matched token, and 9561 token mismatch\r\n" + "## Model validation for 9900 tokens : 3.414141414141414% similarity, with 338 matched token, and 9562 token mismatch\r\n" ] }, { @@ -17177,7 +10317,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 10500 tokens : 3.4666666666666663% similarity, with 364 matched token, and 10136 token mismatch\r\n" + "## Model validation for 10500 tokens : 3.4571428571428573% similarity, with 363 matched token, and 10137 token mismatch\r\n" ] }, { @@ -17338,7 +10478,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 12800 tokens : 3.578125% similarity, with 458 matched token, and 12342 token mismatch\r\n" + "## Model validation for 12800 tokens : 3.5703125% similarity, with 457 matched token, and 12343 token mismatch\r\n" ] }, { @@ -17366,7 +10506,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 13200 tokens : 3.5833333333333335% similarity, with 473 matched token, and 12727 token mismatch\r\n" + "## Model validation for 13200 tokens : 3.5757575757575757% similarity, with 472 matched token, and 12728 token mismatch\r\n" ] }, { @@ -17485,7 +10625,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 14900 tokens : 3.610738255033557% similarity, with 538 matched token, and 14362 token mismatch\r\n" + "## Model validation for 14900 tokens : 3.604026845637584% similarity, with 537 matched token, and 14363 token mismatch\r\n" ] }, { @@ -17527,7 +10667,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15500 tokens : 3.587096774193548% similarity, with 556 matched token, and 14944 token mismatch\r\n" + "## Model validation for 15500 tokens : 3.5806451612903225% similarity, with 555 matched token, and 14945 token mismatch\r\n" ] }, { @@ -17562,13 +10702,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 16000 tokens : 3.5687499999999996% similarity, with 571 matched token, and 15429 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "## Model validation for 16000 tokens : 3.5687499999999996% similarity, with 571 matched token, and 15429 token mismatch\r\n", "###\r\n", "### Model validation end ###\r\n", "###\r\n" @@ -17581,13 +10715,13 @@ }, { "cell_type": "markdown", - "id": "b398575a", + "id": "9fdb5030", "metadata": { "papermill": { - "duration": 0.123548, - "end_time": "2023-09-05T23:20:17.753184", + "duration": 0.075748, + "end_time": "2023-08-26T15:43:52.704738", "exception": false, - "start_time": "2023-09-05T23:20:17.629636", + "start_time": "2023-08-26T15:43:52.628990", "status": "completed" }, "tags": [] @@ -17598,20 +10732,20 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "b3229188", + "execution_count": 13, + "id": "59ffd864", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T23:20:18.000562Z", - "iopub.status.busy": "2023-09-05T23:20:18.000185Z", - "iopub.status.idle": "2023-09-05T23:21:27.371500Z", - "shell.execute_reply": "2023-09-05T23:21:27.370336Z" + "iopub.execute_input": "2023-08-26T15:43:52.859479Z", + "iopub.status.busy": "2023-08-26T15:43:52.858275Z", + "iopub.status.idle": "2023-08-26T15:44:58.323128Z", + "shell.execute_reply": "2023-08-26T15:44:58.322179Z" }, "papermill": { - "duration": 69.497703, - "end_time": "2023-09-05T23:21:27.373916", + "duration": 65.543854, + "end_time": "2023-08-26T15:44:58.325168", "exception": false, - "start_time": "2023-09-05T23:20:17.876213", + "start_time": "2023-08-26T15:43:52.781314", "status": "completed" }, "tags": [] @@ -17621,7 +10755,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 23:20:22,562] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 15:43:57,356] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -18132,20 +11266,20 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "33e254f7", + "execution_count": 14, + "id": "816d4475", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T23:21:27.628949Z", - "iopub.status.busy": "2023-09-05T23:21:27.628479Z", - "iopub.status.idle": "2023-09-05T23:25:51.884822Z", - "shell.execute_reply": "2023-09-05T23:25:51.883772Z" + "iopub.execute_input": "2023-08-26T15:44:58.475082Z", + "iopub.status.busy": "2023-08-26T15:44:58.474129Z", + "iopub.status.idle": "2023-08-26T15:48:50.587080Z", + "shell.execute_reply": "2023-08-26T15:48:50.585908Z" }, "papermill": { - "duration": 264.386818, - "end_time": "2023-09-05T23:25:51.887041", + "duration": 232.19095, + "end_time": "2023-08-26T15:48:50.589477", "exception": false, - "start_time": "2023-09-05T23:21:27.500223", + "start_time": "2023-08-26T15:44:58.398527", "status": "completed" }, "tags": [] @@ -18155,7 +11289,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 23:21:32,282] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 15:45:02,461] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -18192,7 +11326,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1200 tokens : 77.16666666666666% similarity, with 926 matched token, and 274 token mismatch\r\n" + "## Model validation for 1200 tokens : 77.08333333333334% similarity, with 925 matched token, and 275 token mismatch\r\n" ] }, { @@ -18206,7 +11340,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1300 tokens : 73.0% similarity, with 949 matched token, and 351 token mismatch\r\n" + "## Model validation for 1300 tokens : 73.07692307692307% similarity, with 950 matched token, and 350 token mismatch\r\n" ] }, { @@ -18269,7 +11403,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1750 tokens : 59.08571428571429% similarity, with 1034 matched token, and 716 token mismatch\r\n" + "## Model validation for 1750 tokens : 59.14285714285714% similarity, with 1035 matched token, and 715 token mismatch\r\n" ] }, { @@ -18283,21 +11417,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1850 tokens : 56.00000000000001% similarity, with 1036 matched token, and 814 token mismatch\r\n" + "## Model validation for 1850 tokens : 55.945945945945944% similarity, with 1035 matched token, and 815 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1900 tokens : 54.89473684210526% similarity, with 1043 matched token, and 857 token mismatch\r\n" + "## Model validation for 1900 tokens : 54.94736842105263% similarity, with 1044 matched token, and 856 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 1950 tokens : 53.17948717948718% similarity, with 1037 matched token, and 913 token mismatch\r\n" + "## Model validation for 1950 tokens : 53.230769230769226% similarity, with 1038 matched token, and 912 token mismatch\r\n" ] }, { @@ -18311,7 +11445,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2050 tokens : 50.8780487804878% similarity, with 1043 matched token, and 1007 token mismatch\r\n" + "## Model validation for 2050 tokens : 50.926829268292686% similarity, with 1044 matched token, and 1006 token mismatch\r\n" ] }, { @@ -18353,21 +11487,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2350 tokens : 41.61702127659574% similarity, with 978 matched token, and 1372 token mismatch\r\n" + "## Model validation for 2350 tokens : 41.65957446808511% similarity, with 979 matched token, and 1371 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2400 tokens : 40.875% similarity, with 981 matched token, and 1419 token mismatch\r\n" + "## Model validation for 2400 tokens : 40.91666666666667% similarity, with 982 matched token, and 1418 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2450 tokens : 38.9795918367347% similarity, with 955 matched token, and 1495 token mismatch\r\n" + "## Model validation for 2450 tokens : 39.02040816326531% similarity, with 956 matched token, and 1494 token mismatch\r\n" ] }, { @@ -18381,35 +11515,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2550 tokens : 36.431372549019606% similarity, with 929 matched token, and 1621 token mismatch\r\n" + "## Model validation for 2550 tokens : 36.470588235294116% similarity, with 930 matched token, and 1620 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2600 tokens : 35.53846153846154% similarity, with 924 matched token, and 1676 token mismatch\r\n" + "## Model validation for 2600 tokens : 35.46153846153846% similarity, with 922 matched token, and 1678 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2650 tokens : 34.60377358490566% similarity, with 917 matched token, and 1733 token mismatch\r\n" + "## Model validation for 2650 tokens : 34.56603773584906% similarity, with 916 matched token, and 1734 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2700 tokens : 33.925925925925924% similarity, with 916 matched token, and 1784 token mismatch\r\n" + "## Model validation for 2700 tokens : 33.88888888888889% similarity, with 915 matched token, and 1785 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2750 tokens : 32.690909090909095% similarity, with 899 matched token, and 1851 token mismatch\r\n" + "## Model validation for 2750 tokens : 32.654545454545456% similarity, with 898 matched token, and 1852 token mismatch\r\n" ] }, { @@ -18423,28 +11557,28 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2850 tokens : 31.017543859649123% similarity, with 884 matched token, and 1966 token mismatch\r\n" + "## Model validation for 2850 tokens : 31.05263157894737% similarity, with 885 matched token, and 1965 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2900 tokens : 30.06896551724138% similarity, with 872 matched token, and 2028 token mismatch\r\n" + "## Model validation for 2900 tokens : 30.10344827586207% similarity, with 873 matched token, and 2027 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 2950 tokens : 29.322033898305083% similarity, with 865 matched token, and 2085 token mismatch\r\n" + "## Model validation for 2950 tokens : 29.355932203389827% similarity, with 866 matched token, and 2084 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3000 tokens : 28.7% similarity, with 861 matched token, and 2139 token mismatch\r\n" + "## Model validation for 3000 tokens : 28.666666666666668% similarity, with 860 matched token, and 2140 token mismatch\r\n" ] }, { @@ -18486,14 +11620,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3300 tokens : 25.151515151515152% similarity, with 830 matched token, and 2470 token mismatch\r\n" + "## Model validation for 3300 tokens : 25.181818181818183% similarity, with 831 matched token, and 2469 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3350 tokens : 24.507462686567163% similarity, with 821 matched token, and 2529 token mismatch\r\n" + "## Model validation for 3350 tokens : 24.44776119402985% similarity, with 819 matched token, and 2531 token mismatch\r\n" ] }, { @@ -18542,14 +11676,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3700 tokens : 21.756756756756758% similarity, with 805 matched token, and 2895 token mismatch\r\n" + "## Model validation for 3700 tokens : 21.783783783783782% similarity, with 806 matched token, and 2894 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3750 tokens : 21.493333333333332% similarity, with 806 matched token, and 2944 token mismatch\r\n" + "## Model validation for 3750 tokens : 21.52% similarity, with 807 matched token, and 2943 token mismatch\r\n" ] }, { @@ -18603,20 +11737,20 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "5d33ffaa", + "execution_count": 15, + "id": "3246699f", "metadata": { "execution": { - "iopub.execute_input": "2023-09-05T23:25:52.152096Z", - "iopub.status.busy": "2023-09-05T23:25:52.151535Z", - "iopub.status.idle": "2023-09-06T00:28:45.815950Z", - "shell.execute_reply": "2023-09-06T00:28:45.814816Z" + "iopub.execute_input": "2023-08-26T15:48:50.755698Z", + "iopub.status.busy": "2023-08-26T15:48:50.754546Z", + "iopub.status.idle": "2023-08-26T16:51:12.767938Z", + "shell.execute_reply": "2023-08-26T16:51:12.766985Z" }, "papermill": { - "duration": 3773.798194, - "end_time": "2023-09-06T00:28:45.818553", + "duration": 3742.098954, + "end_time": "2023-08-26T16:51:12.770407", "exception": false, - "start_time": "2023-09-05T23:25:52.020359", + "start_time": "2023-08-26T15:48:50.671453", "status": "completed" }, "tags": [] @@ -18626,7 +11760,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[2023-09-05 23:25:56,732] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" + "[2023-08-26 15:48:55,284] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { @@ -18649,35 +11783,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4100 tokens : 19.390243902439025% similarity, with 795 matched token, and 3305 token mismatch\r\n" + "## Model validation for 4100 tokens : 19.439024390243905% similarity, with 797 matched token, and 3303 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4200 tokens : 18.452380952380953% similarity, with 775 matched token, and 3425 token mismatch\r\n" + "## Model validation for 4200 tokens : 18.5% similarity, with 777 matched token, and 3423 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4300 tokens : 17.883720930232556% similarity, with 769 matched token, and 3531 token mismatch\r\n" + "## Model validation for 4300 tokens : 17.906976744186046% similarity, with 770 matched token, and 3530 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4400 tokens : 17.09090909090909% similarity, with 752 matched token, and 3648 token mismatch\r\n" + "## Model validation for 4400 tokens : 17.06818181818182% similarity, with 751 matched token, and 3649 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4500 tokens : 16.400000000000002% similarity, with 738 matched token, and 3762 token mismatch\r\n" + "## Model validation for 4500 tokens : 16.377777777777776% similarity, with 737 matched token, and 3763 token mismatch\r\n" ] }, { @@ -18712,14 +11846,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5000 tokens : 12.46% similarity, with 623 matched token, and 4377 token mismatch\r\n" + "## Model validation for 5000 tokens : 12.42% similarity, with 621 matched token, and 4379 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5100 tokens : 11.490196078431373% similarity, with 586 matched token, and 4514 token mismatch\r\n" + "## Model validation for 5100 tokens : 11.470588235294118% similarity, with 585 matched token, and 4515 token mismatch\r\n" ] }, { @@ -18740,7 +11874,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5400 tokens : 8.685185185185185% similarity, with 469 matched token, and 4931 token mismatch\r\n" + "## Model validation for 5400 tokens : 8.666666666666668% similarity, with 468 matched token, and 4932 token mismatch\r\n" ] }, { @@ -18775,7 +11909,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 5900 tokens : 5.6440677966101696% similarity, with 333 matched token, and 5567 token mismatch\r\n" + "## Model validation for 5900 tokens : 5.627118644067797% similarity, with 332 matched token, and 5568 token mismatch\r\n" ] }, { @@ -18831,14 +11965,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6700 tokens : 3.805970149253731% similarity, with 255 matched token, and 6445 token mismatch\r\n" + "## Model validation for 6700 tokens : 3.7910447761194033% similarity, with 254 matched token, and 6446 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 6800 tokens : 3.691176470588235% similarity, with 251 matched token, and 6549 token mismatch\r\n" + "## Model validation for 6800 tokens : 3.6764705882352944% similarity, with 250 matched token, and 6550 token mismatch\r\n" ] }, { @@ -19468,27 +12602,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 15800 tokens : 3.531645569620253% similarity, with 558 matched token, and 15242 token mismatch\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 15900 tokens : 3.534591194968553% similarity, with 562 matched token, and 15338 token mismatch\r\n" + "## Model validation for 15800 tokens : 3.537974683544304% similarity, with 559 matched token, and 15241 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 16000 tokens : 3.5249999999999995% similarity, with 564 matched token, and 15436 token mismatch\r\n" + "## Model validation for 15900 tokens : 3.528301886792453% similarity, with 561 matched token, and 15339 token mismatch\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "## Model validation for 16000 tokens : 3.5249999999999995% similarity, with 564 matched token, and 15436 token mismatch\r\n", "###\r\n", "### Model validation end ###\r\n", "###\r\n" @@ -19520,14 +12648,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 16222.341869, - "end_time": "2023-09-06T00:28:46.417740", + "duration": 12231.801051, + "end_time": "2023-08-26T16:51:13.211146", "environment_variables": {}, "exception": null, "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/memory-bench/Benchmark-V5.ipynb", "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/memory-bench/Benchmark-V5.ipynb", "parameters": {}, - "start_time": "2023-09-05T19:58:24.075871", + "start_time": "2023-08-26T13:27:21.410095", "version": "2.4.0" } }, diff --git a/experiment/memory-bench/logs/BaseV5-C-Tune5-16k.csv b/experiment/memory-bench/logs/BaseV5-C-Tune5-16k.csv index f98516c27b81e36638bbcac1b8bc62d2ea27886b..27088d0ff1d055d812635f04f8b6634966101a33 100644 --- a/experiment/memory-bench/logs/BaseV5-C-Tune5-16k.csv +++ b/experiment/memory-bench/logs/BaseV5-C-Tune5-16k.csv @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:3b131e25f5a022b59f3a80de7054ed0fc02d23ba0c88109799a463362bcd091d -size 118790470 +oid sha256:6f8b28de9a89121cbc5dba89c2bdefa65144edd20acc723e2d3e1500e06dc695 +size 118790922 diff --git a/experiment/memory-bench/logs/BaseV5-C-Tune5-1k.csv b/experiment/memory-bench/logs/BaseV5-C-Tune5-1k.csv index 35940cb17669628676318caa3ccf11a95b167af0..c0517255ab34a7bcbff4774717e46be7ddd247fa 100644 --- a/experiment/memory-bench/logs/BaseV5-C-Tune5-1k.csv +++ b/experiment/memory-bench/logs/BaseV5-C-Tune5-1k.csv @@ -1,13253 +1,13253 @@ "eval_token_count","token_idx","matched","top_token_str","top_token_percentage","eval_token_str","eval_token_pos","eval_token_percentage","is_random_baseline" -"5","0","True","ad","0.9979742169380188","ad","0","0.9979742169380188","False" -"5","1","True","jective","0.994297444820404","jective","0","0.994297444820404","False" -"5","2","True"," we","0.9982093572616577"," we","0","0.9982093572616577","False" -"5","3","True"," shallow","0.9989752769470215"," shallow","0","0.9989752769470215","False" -"5","4","True"," become","0.9991926550865173"," become","0","0.9991926550865173","False" 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"cell_type": "markdown", - "id": "d3126ef2", - "metadata": { - "papermill": { - "duration": 0.004879, - "end_time": "2023-10-11T08:02:23.608034", - "exception": false, - "start_time": "2023-10-11T08:02:23.603155", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# RWKV v5 multi-size training experiment\n", - "\n", - "**Note:** This project assumes you have the rwkv-infctx conda env setup" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "986070aa", - "metadata": { - "papermill": { - "duration": 0.002523, - "end_time": "2023-10-11T08:02:23.613605", - "exception": false, - "start_time": "2023-10-11T08:02:23.611082", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Basic Setup" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "dc924c7f", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:02:23.620990Z", - "iopub.status.busy": "2023-10-11T08:02:23.620432Z", - "iopub.status.idle": "2023-10-11T08:02:24.379549Z", - "shell.execute_reply": "2023-10-11T08:02:24.378580Z" - }, - "papermill": { - "duration": 0.765369, - "end_time": "2023-10-11T08:02:24.381741", - "exception": false, - "start_time": "2023-10-11T08:02:23.616372", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# First lets setup the various directories, and init the model\n", - "!mkdir -p ../../../../model/\n", - "!mkdir -p ../../../../datapath/\n", - "!mkdir -p ../../../../checkpoint/" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "2bbc32ac", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:02:24.389788Z", - "iopub.status.busy": "2023-10-11T08:02:24.389227Z", - "iopub.status.idle": "2023-10-11T08:02:24.398441Z", - "shell.execute_reply": "2023-10-11T08:02:24.397578Z" - }, - "papermill": { - "duration": 0.015548, - "end_time": "2023-10-11T08:02:24.400362", - "exception": false, - "start_time": "2023-10-11T08:02:24.384814", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DEEPSPEED_STRAT: deepspeed_stage_2_offload\n", - "ENABLE_WANDB: True\n", - "GPU_DEVICES: auto\n", - "NOTEBOOK_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/multi-size-train\n", - "INFERENCE_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", - "TRAINER_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", - "PROJECT_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer\n" - ] - } - ], - "source": [ - "DEEPSPEED_STRAT=\"deepspeed_stage_2_offload\"\n", - "GPU_DEVICES=\"auto\"\n", - "ENABLE_WANDB=True\n", - "\n", - "EMBED_SCALE=0.01\n", - "EMBED_SCALE_LABEL=str(EMBED_SCALE).replace(\".\", \"_\")\n", - "\n", - "EMBED_SIZE=2048\n", - "\n", - "WANDB_PREFIX=f\"[Multi-size] v5-L6+6-D{EMBED_SIZE}-E{EMBED_SCALE}\"\n", - "FILENAME_PREFIX=f\"v5-L6+6-D{EMBED_SIZE}-E{EMBED_SCALE_LABEL}\"\n", - "\n", - "print(\"DEEPSPEED_STRAT:\", DEEPSPEED_STRAT)\n", - "print(\"ENABLE_WANDB:\", ENABLE_WANDB)\n", - "print(\"GPU_DEVICES:\", GPU_DEVICES)\n", - "\n", - "if ENABLE_WANDB:\n", - " WANDB_MODE=\"online\"\n", - "else:\n", - " WANDB_MODE=\"disabled\"\n", - "\n", - "# Computing the notebook, and various paths\n", - "import os\n", - "NOTEBOOK_DIR=os.path.dirname(os.path.abspath(\"__file__\"))\n", - "PROJECT_DIR=os.path.abspath(os.path.join(NOTEBOOK_DIR, \"../../../../\"))\n", - "TRAINER_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", - "INFERENCE_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", - "\n", - "print(\"NOTEBOOK_DIR:\", NOTEBOOK_DIR)\n", - "print(\"INFERENCE_DIR:\", INFERENCE_DIR)\n", - "print(\"TRAINER_DIR:\", TRAINER_DIR)\n", - "print(\"PROJECT_DIR:\", PROJECT_DIR)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "ffa69634", - "metadata": { - 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"\r", - " v5-L6 99%[==================> ] 1016M 34.9MB/s eta 0s \r", - "v5-L6-D2048-E0_01-s 100%[===================>] 1017M 35.1MB/s in 26s \r\n", - "\r\n", - "2023-10-11 08:03:19 (38.9 MB/s) - ‘v5-L6-D2048-E0_01-split-2b.pth’ saved [1066536657/1066536657]\r\n", - "\r\n" - ] - } - ], - "source": [ - "# Get the init split model, and finetune from there\n", - "!cd \"{PROJECT_DIR}/model/\" && wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/0600b94a58219f658326b4792ef5cd020e9d1a43/experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-E0_01-split-2a.pth\"\n", - "!cd \"{PROJECT_DIR}/model/\" && wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/0600b94a58219f658326b4792ef5cd020e9d1a43/experiment/rwkv-x-exp/multi-size-train/v5-L6-D2048-E0_01-split-2b.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "2a3cd2d1", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:03:19.666619Z", - "iopub.status.busy": "2023-10-11T08:03:19.665958Z", - "iopub.status.idle": "2023-10-11T08:03:29.305787Z", - "shell.execute_reply": "2023-10-11T08:03:29.304873Z" - }, - "papermill": { - "duration": 9.658186, - "end_time": "2023-10-11T08:03:29.308744", - "exception": false, - "start_time": "2023-10-11T08:03:19.650558", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "Saving the dataset (0/2 shards): 0%| | 0/27200 [00:00\r\n", - " cli_main()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 253, in cli_main\r\n", - " LightningCLI(\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 350, in __init__\r\n", - " self.instantiate_classes()\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 499, in instantiate_classes\r\n", - " self.config_init = self.parser.instantiate_classes(self.config)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1130, in instantiate_classes\r\n", - " cfg[subcommand] = subparser.instantiate_classes(cfg[subcommand], instantiate_groups=instantiate_groups)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1124, in instantiate_classes\r\n", - " component.instantiate_class(component, cfg)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_signatures.py\", line 561, in group_instantiate_class\r\n", - " parent[key] = group.group_class(**value)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 566, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../model/v5-L6+6-D2048-E0_01-split-2a.pth' does not exist\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[31m(failed 1).\u001b[0m Press Control-C to abort syncing.\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33m[Multi-size] v5-L6+6-D2048-E0.01 - layer-expansion A3 (train-ctx=4k, deepspeed_stage_2_offload)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments/runs/5696uouo\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ️⚡ View job at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments/jobs/QXJ0aWZhY3RDb2xsZWN0aW9uOjk0OTk4MDcy/version_details/v16\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20231011_080337-5696uouo/logs\u001b[0m\r\n" - ] - } - ], - "source": [ - "# Start the foundation model training\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", - " python3 lightning_trainer.py fit \\\n", - " -c \"{NOTEBOOK_DIR}/enwiki-4k-part3.yaml\" \\\n", - " --trainer.logger.init_args.name=\"{WANDB_PREFIX} - layer-expansion A3 (train-ctx=4k, {DEEPSPEED_STRAT})\" \\\n", - " --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n", - " --trainer.devices=\"{GPU_DEVICES}\" \\\n", - " --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-layer-expansion-a3/\" \\\n", - " --model.load_model=\"../model/{FILENAME_PREFIX}-split-2a.pth\" \\\n", - " --model.ctx_len=4096 \\\n", - " --model.bptt_learning_range=1" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "53867c42", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:03:46.969471Z", - "iopub.status.busy": "2023-10-11T08:03:46.969019Z", - "iopub.status.idle": "2023-10-11T08:03:50.682437Z", - "shell.execute_reply": "2023-10-11T08:03:50.680986Z" - }, - "papermill": { - "duration": 3.732808, - "end_time": "2023-10-11T08:03:50.685581", - "exception": false, - "start_time": "2023-10-11T08:03:46.952773", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-10-11 08:03:49,278] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 651, in \r\n", - " convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir, output_file, save_dtype=args.dtype)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 542, in convert_zero_checkpoint_to_fp32_state_dict\r\n", - " state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 516, in get_fp32_state_dict_from_zero_checkpoint\r\n", - " raise ValueError(f\"Unable to find 'latest' file at {latest_path}\")\r\n", - "ValueError: Unable to find 'latest' file at ../checkpoint/v5-L6+6-D2048-E0_01-layer-expansion-a3/last.ckpt/latest\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ls: cannot access '../model/v5-L6+6-D2048-E0_01-layer-expansion-a3.pth': No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets export the model from the checkpoint\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " python3 export_checkpoint.py \"../checkpoint/{FILENAME_PREFIX}-layer-expansion-a3/last.ckpt\" \"../model/{FILENAME_PREFIX}-layer-expansion-a3.pth\" \"bf16\"\n", - "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-layer-expansion-a3.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "5688e577", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:03:50.806267Z", - "iopub.status.busy": "2023-10-11T08:03:50.804997Z", - "iopub.status.idle": "2023-10-11T08:03:56.788036Z", - "shell.execute_reply": "2023-10-11T08:03:56.786568Z" - }, - "papermill": { - "duration": 6.08675, - "end_time": "2023-10-11T08:03:56.790510", - "exception": false, - "start_time": "2023-10-11T08:03:50.703760", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-10-11 08:03:54,934] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/dragon_test.py\", line 52, in \r\n", - " model = SimpleRWKV(MODEL_PATH, device=DEVICE)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1420, in __init__\r\n", - " self.model = RWKV(**model_config)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 566, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../model/v5-L6+6-D2048-E0_01-layer-expansion-a3.pth' does not exist\r\n" - ] - } - ], - "source": [ - "# # Lets do a quick dragon prompt validation\n", - "!cd \"{INFERENCE_DIR}\" && \\\n", - " python3 dragon_test.py \"../model/{FILENAME_PREFIX}-layer-expansion-a3.pth\" \"cuda fp32\"" - ] - }, - { - "cell_type": "markdown", - "id": "b4927e87", - "metadata": { - "papermill": { - "duration": 0.015295, - "end_time": "2023-10-11T08:03:56.820640", - "exception": false, - "start_time": "2023-10-11T08:03:56.805345", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Enwiki Stage 3 : Split-Baseline-B training" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "6bdd285a", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:03:56.853495Z", - "iopub.status.busy": "2023-10-11T08:03:56.852946Z", - "iopub.status.idle": "2023-10-11T08:04:11.500794Z", - "shell.execute_reply": "2023-10-11T08:04:11.499336Z" - }, - "papermill": { - "duration": 14.668001, - "end_time": "2023-10-11T08:04:11.503644", - "exception": false, - "start_time": "2023-10-11T08:03:56.835643", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-10-11 08:04:01,096] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/multi-size-train/enwiki-4k-part3.yaml', '--trainer.logger.init_args.name=[Multi-size] v5-L6+6-D2048-E0.01 - layer-expansion B3 (train-ctx=4k, deepspeed_stage_2_offload)', '--trainer.strategy=deepspeed_stage_2_offload', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L6+6-D2048-E0_01-layer-expansion-b3/', '--model.load_model=../model/v5-L6+6-D2048-E0_01-split-2b.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/multi-size-train/enwiki-4k-part3.yaml', '--trainer.logger.init_args.name=[Multi-size] v5-L6+6-D2048-E0.01 - layer-expansion B3 (train-ctx=4k, deepspeed_stage_2_offload)', '--trainer.strategy=deepspeed_stage_2_offload', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L6+6-D2048-E0_01-layer-expansion-b3/', '--model.load_model=../model/v5-L6+6-D2048-E0_01-split-2b.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'].\r\n", - " rank_zero_warn(\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 1732922148\r\n", - " rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n", - "Global seed set to 1732922148\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.12\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20231011_080403-88lcuk7j\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33m[Multi-size] v5-L6+6-D2048-E0.01 - layer-expansion B3 (train-ctx=4k, deepspeed_stage_2_offload)\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments/runs/88lcuk7j\u001b[0m\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 278, in \r\n", - " cli_main()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 253, in cli_main\r\n", - " LightningCLI(\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 350, in __init__\r\n", - " self.instantiate_classes()\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 499, in instantiate_classes\r\n", - " self.config_init = self.parser.instantiate_classes(self.config)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1130, in instantiate_classes\r\n", - " cfg[subcommand] = subparser.instantiate_classes(cfg[subcommand], instantiate_groups=instantiate_groups)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1124, in instantiate_classes\r\n", - " component.instantiate_class(component, cfg)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_signatures.py\", line 561, in group_instantiate_class\r\n", - " parent[key] = group.group_class(**value)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 566, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../model/v5-L6+6-D2048-E0_01-split-2b.pth' does not exist\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[31m(failed 1).\u001b[0m Press Control-C to abort syncing.\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33m[Multi-size] v5-L6+6-D2048-E0.01 - layer-expansion B3 (train-ctx=4k, deepspeed_stage_2_offload)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments/runs/88lcuk7j\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ️⚡ View job at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-5X-Experiments/jobs/QXJ0aWZhY3RDb2xsZWN0aW9uOjk0OTk4MDcy/version_details/v16\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20231011_080403-88lcuk7j/logs\u001b[0m\r\n" - ] - } - ], - "source": [ - "# Start the foundation model training\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", - " python3 lightning_trainer.py fit \\\n", - " -c \"{NOTEBOOK_DIR}/enwiki-4k-part3.yaml\" \\\n", - " --trainer.logger.init_args.name=\"{WANDB_PREFIX} - layer-expansion B3 (train-ctx=4k, {DEEPSPEED_STRAT})\" \\\n", - " --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n", - " --trainer.devices=\"{GPU_DEVICES}\" \\\n", - " --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-layer-expansion-b3/\" \\\n", - " --model.load_model=\"../model/{FILENAME_PREFIX}-split-2b.pth\" \\\n", - " --model.ctx_len=4096 \\\n", - " --model.bptt_learning_range=1" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "ae4623a1", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:04:11.546046Z", - "iopub.status.busy": "2023-10-11T08:04:11.544870Z", - "iopub.status.idle": "2023-10-11T08:04:15.274349Z", - "shell.execute_reply": "2023-10-11T08:04:15.272957Z" - }, - "papermill": { - "duration": 3.754115, - "end_time": "2023-10-11T08:04:15.277163", - "exception": false, - "start_time": "2023-10-11T08:04:11.523048", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-10-11 08:04:13,869] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 651, in \r\n", - " convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir, output_file, save_dtype=args.dtype)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 542, in convert_zero_checkpoint_to_fp32_state_dict\r\n", - " state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 516, in get_fp32_state_dict_from_zero_checkpoint\r\n", - " raise ValueError(f\"Unable to find 'latest' file at {latest_path}\")\r\n", - "ValueError: Unable to find 'latest' file at ../checkpoint/v5-L6+6-D2048-E0_01-layer-expansion-b3/last.ckpt/latest\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ls: cannot access '../model/v5-L6+6-D2048-E0_01-layer-expansion-b3.pth': No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets export the model from the checkpoint\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " python3 export_checkpoint.py \"../checkpoint/{FILENAME_PREFIX}-layer-expansion-b3/last.ckpt\" \"../model/{FILENAME_PREFIX}-layer-expansion-b3.pth\" \"bf16\"\n", - "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-layer-expansion-b3.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "8e1b1152", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-11T08:04:15.319747Z", - "iopub.status.busy": "2023-10-11T08:04:15.318636Z", - "iopub.status.idle": "2023-10-11T08:04:21.268526Z", - "shell.execute_reply": "2023-10-11T08:04:21.267073Z" - }, - "papermill": { - "duration": 5.974644, - "end_time": "2023-10-11T08:04:21.271495", - "exception": false, - "start_time": "2023-10-11T08:04:15.296851", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-10-11 08:04:19,430] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/dragon_test.py\", line 52, in \r\n", - " model = SimpleRWKV(MODEL_PATH, device=DEVICE)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1420, in __init__\r\n", - " self.model = RWKV(**model_config)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 566, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../model/v5-L6+6-D2048-E0_01-layer-expansion-b3.pth' does not exist\r\n" - ] - } - ], - "source": [ - "# # Lets do a quick dragon prompt validation\n", - "!cd \"{INFERENCE_DIR}\" && \\\n", - " python3 dragon_test.py \"../model/{FILENAME_PREFIX}-layer-expansion-b3.pth\" \"cuda fp32\"" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - }, - "papermill": { - "default_parameters": {}, - "duration": 119.315066, - "end_time": "2023-10-11T08:04:21.714050", - "environment_variables": {}, - "exception": null, - "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/multi-size-train/v5-L6+6-D2048-layer-baseline.ipynb", - "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/rwkv-x-exp/multi-size-train/v5-L6+6-D2048-layer-baseline.ipynb", - "parameters": {}, - "start_time": "2023-10-11T08:02:22.398984", - "version": "2.4.0" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git 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"text": [ - "total 2.7G\r\n", - "drwxr-xr-x 2 root root 54 Sep 2 08:41 .\r\n", - "drwxr-xr-x 19 root root 4.0K Sep 2 08:41 ..\r\n", - "-rw-r--r-- 1 root root 2.7G Sep 2 05:37 v5-L96-D1024-E0_1-mem-ctx-4k.pth\r\n" - ] - } - ], - "source": [ - "# Download the model directly (stop gap till HF sync issues is resolved)\n", - "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", - " wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-memory/{FILENAME_PREFIX}-mem-ctx-4k.pth\"\n", - "\n", - "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", - " ls -alh ." - ] - }, - { - "cell_type": "markdown", - "id": "eafbdbb6", - "metadata": { - "papermill": { - "duration": 0.010117, - "end_time": "2023-09-02T08:41:46.820211", - "exception": false, - "start_time": "2023-09-02T08:41:46.810094", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Tune 6 : Ramping up the ctx size (8192), memory training\n", - "\n", - "- Tune 6: Large ctx size (8192), Scaling up!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "7a3deb9d", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-02T08:41:46.844105Z", - "iopub.status.busy": "2023-09-02T08:41:46.843909Z", - "iopub.status.idle": "2023-09-02T08:41:53.856857Z", - "shell.execute_reply": "2023-09-02T08:41:53.856017Z" - }, - "papermill": { - "duration": 7.084423, - "end_time": "2023-09-02T08:41:53.914741", - "exception": false, - "start_time": "2023-09-02T08:41:46.830318", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Generating word reptition dataset ##\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 40 max words, 50 samples - at ../dataset/gen-word-40-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 130 samples (1 token repeat) - 20 max words - at ../dataset/shuffle-word-20-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 45 max words, 50 samples - at ../dataset/gen-word-45-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 25 max words, 50 samples - at ../dataset/gen-word-25-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5 max words, 50 samples - at ../dataset/gen-word-5-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 89 samples (1 token repeat) - 30 max words - at ../dataset/shuffle-word-30-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 30 max words, 50 samples - at ../dataset/gen-word-30-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 50 max words, 50 samples - at ../dataset/gen-word-50-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 179 samples (1 token repeat) - 15 max words - at ../dataset/shuffle-word-15-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 65 max words, 50 samples - at ../dataset/gen-word-65-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 34 samples (1 token repeat) - 80 max words - at ../dataset/shuffle-word-80-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 75 samples (1 token repeat) - 35 max words - at ../dataset/shuffle-word-35-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 60 max words, 50 samples - at ../dataset/gen-word-60-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 263 samples (1 token repeat) - 10 max words - at ../dataset/shuffle-word-10-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 20 max words, 50 samples - at ../dataset/gen-word-20-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 103 samples (1 token repeat) - 25 max words - at ../dataset/shuffle-word-25-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 55 max words, 50 samples - at ../dataset/gen-word-55-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 61 samples (1 token repeat) - 45 max words - at ../dataset/shuffle-word-45-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 38 samples (1 token repeat) - 70 max words - at ../dataset/shuffle-word-70-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 554 samples (1 token repeat) - 5 max words - at ../dataset/shuffle-word-5-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 55 samples (1 token repeat) - 50 max words - at ../dataset/shuffle-word-50-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 95 max words, 50 samples - at ../dataset/gen-word-95-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 43 samples (1 token repeat) - 60 max words - at ../dataset/shuffle-word-60-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 70 max words, 50 samples - at ../dataset/gen-word-70-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 175 max words, 50 samples - at ../dataset/gen-word-175-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 75 max words, 50 samples - at ../dataset/gen-word-75-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 48 samples (1 token repeat) - 55 max words - at ../dataset/shuffle-word-55-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 29 samples (1 token repeat) - 90 max words - at ../dataset/shuffle-word-90-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 17 samples (1 token repeat) - 135 max words - at ../dataset/shuffle-word-135-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 29 samples (1 token repeat) - 95 max words - at ../dataset/shuffle-word-95-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 25 samples (1 token repeat) - 100 max words - at ../dataset/shuffle-word-100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 15 max words, 50 samples - at ../dataset/gen-word-15-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2 max words, 50 samples - at ../dataset/word-2-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 110 max words, 50 samples - at ../dataset/gen-word-110-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 90 max words, 50 samples - at ../dataset/gen-word-90-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 85 max words, 50 samples - at ../dataset/gen-word-85-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 68 samples (1 token repeat) - 40 max words - at ../dataset/shuffle-word-40-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 34 samples (1 token repeat) - 75 max words - at ../dataset/shuffle-word-75-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 130 max words, 50 samples - at ../dataset/gen-word-130-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 125 max words, 50 samples - at ../dataset/gen-word-125-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 140 max words, 50 samples - at ../dataset/gen-word-140-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 21 samples (1 token repeat) - 105 max words - at ../dataset/shuffle-word-105-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 10 max words, 50 samples - at ../dataset/gen-word-10-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 315 max words - at ../dataset/shuffle-word-315-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 215 max words - at ../dataset/shuffle-word-215-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 18 samples (1 token repeat) - 120 max words - at ../dataset/shuffle-word-120-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 305 max words - at ../dataset/shuffle-word-305-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 335 max words, 50 samples - at ../dataset/gen-word-335-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 240 max words - at ../dataset/shuffle-word-240-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (1 token repeat) - 115 max words - at ../dataset/shuffle-word-115-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 16 samples (1 token repeat) - 145 max words - at ../dataset/shuffle-word-145-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 15 samples (1 token repeat) - 150 max words - at ../dataset/shuffle-word-150-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 180 max words, 50 samples - at ../dataset/gen-word-180-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 16 samples (1 token repeat) - 140 max words - at ../dataset/shuffle-word-140-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 120 max words, 50 samples - at ../dataset/gen-word-120-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 335 max words - at ../dataset/shuffle-word-335-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 115 max words, 50 samples - at ../dataset/gen-word-115-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 325 max words - at ../dataset/shuffle-word-325-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 195 max words, 50 samples - at ../dataset/gen-word-195-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 35 max words, 50 samples - at ../dataset/gen-word-35-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 18 samples (1 token repeat) - 125 max words - at ../dataset/shuffle-word-125-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 21 samples (1 token repeat) - 110 max words - at ../dataset/shuffle-word-110-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 285 max words - at ../dataset/shuffle-word-285-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 275 max words - at ../dataset/shuffle-word-275-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 220 max words - at ../dataset/shuffle-word-220-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 190 max words, 50 samples - at ../dataset/gen-word-190-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 14 samples (1 token repeat) - 190 max words - at ../dataset/shuffle-word-190-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 215 max words, 50 samples - at ../dataset/gen-word-215-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 370 max words, 50 samples - at ../dataset/gen-word-370-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 355 max words - at ../dataset/shuffle-word-355-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 41 samples (1 token repeat) - 65 max words - at ../dataset/shuffle-word-65-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 270 max words, 50 samples - at ../dataset/gen-word-270-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 450 max words, 50 samples - at ../dataset/gen-word-450-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 400 max words - at ../dataset/shuffle-word-400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 13 samples (1 token repeat) - 195 max words - at ../dataset/shuffle-word-195-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 275 max words, 50 samples - at ../dataset/gen-word-275-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 350 max words, 50 samples - at ../dataset/gen-word-350-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 535 max words, 50 samples - at ../dataset/gen-word-535-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 100 max words, 50 samples - at ../dataset/gen-word-100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 33 samples (1 token repeat) - 85 max words - at ../dataset/shuffle-word-85-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 525 max words - at ../dataset/shuffle-word-525-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 210 max words, 50 samples - at ../dataset/gen-word-210-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 155 max words, 50 samples - at ../dataset/gen-word-155-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 13 samples (1 token repeat) - 200 max words - at ../dataset/shuffle-word-200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 145 max words, 50 samples - at ../dataset/gen-word-145-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 355 max words, 50 samples - at ../dataset/gen-word-355-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 230 max words - at ../dataset/shuffle-word-230-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 17 samples (1 token repeat) - 130 max words - at ../dataset/shuffle-word-130-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 240 max words, 50 samples - at ../dataset/gen-word-240-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 15 samples (1 token repeat) - 155 max words - at ../dataset/shuffle-word-155-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 330 max words, 50 samples - at ../dataset/gen-word-330-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 185 max words, 50 samples - at ../dataset/gen-word-185-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 570 max words - at ../dataset/shuffle-word-570-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 265 max words, 50 samples - at ../dataset/gen-word-265-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 15 samples (1 token repeat) - 160 max words - at ../dataset/shuffle-word-160-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 225 max words, 50 samples - at ../dataset/gen-word-225-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 430 max words, 50 samples - at ../dataset/gen-word-430-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 14 samples (1 token repeat) - 165 max words - at ../dataset/shuffle-word-165-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 14 samples (1 token repeat) - 170 max words - at ../dataset/shuffle-word-170-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 11 samples (1 token repeat) - 205 max words - at ../dataset/shuffle-word-205-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 460 max words, 50 samples - at ../dataset/gen-word-460-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 465 max words, 50 samples - at ../dataset/gen-word-465-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 400 max words, 50 samples - at ../dataset/gen-word-400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 415 max words, 50 samples - at ../dataset/gen-word-415-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 960 max words - at ../dataset/shuffle-word-960-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 160 max words, 50 samples - at ../dataset/gen-word-160-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 825 max words - at ../dataset/shuffle-word-825-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 915 max words - at ../dataset/shuffle-word-915-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 710 max words - at ../dataset/shuffle-word-710-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 710 max words, 50 samples - at ../dataset/gen-word-710-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 510 max words - at ../dataset/shuffle-word-510-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 585 max words - at ../dataset/shuffle-word-585-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 850 max words, 50 samples - at ../dataset/gen-word-850-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 385 max words, 50 samples - at ../dataset/gen-word-385-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 225 max words - at ../dataset/shuffle-word-225-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 955 max words - at ../dataset/shuffle-word-955-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 520 max words - at ../dataset/shuffle-word-520-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 290 max words - at ../dataset/shuffle-word-290-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 755 max words, 50 samples - at ../dataset/gen-word-755-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 800 max words, 50 samples - at ../dataset/gen-word-800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 460 max words - at ../dataset/shuffle-word-460-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 830 max words - at ../dataset/shuffle-word-830-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 965 max words - at ../dataset/shuffle-word-965-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 475 max words - at ../dataset/shuffle-word-475-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 910 max words - at ../dataset/shuffle-word-910-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 885 max words - at ../dataset/shuffle-word-885-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 590 max words, 50 samples - at ../dataset/gen-word-590-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 750 max words, 50 samples - at ../dataset/gen-word-750-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5000 max words - at ../dataset/shuffle-word-5000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 395 max words - at ../dataset/shuffle-word-395-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 635 max words, 50 samples - at ../dataset/gen-word-635-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 790 max words, 50 samples - at ../dataset/gen-word-790-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 940 max words, 50 samples - at ../dataset/gen-word-940-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 820 max words - at ../dataset/shuffle-word-820-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 935 max words, 50 samples - at ../dataset/gen-word-935-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 390 max words - at ../dataset/shuffle-word-390-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4800 max words - at ../dataset/shuffle-word-4800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 13 samples (1 token repeat) - 185 max words - at ../dataset/shuffle-word-185-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 975 max words - at ../dataset/shuffle-word-975-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 250 max words, 50 samples - at ../dataset/gen-word-250-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 685 max words - at ../dataset/shuffle-word-685-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 105 max words, 50 samples - at ../dataset/gen-word-105-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 205 max words, 50 samples - at ../dataset/gen-word-205-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 80 max words, 50 samples - at ../dataset/gen-word-80-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 390 max words, 50 samples - at ../dataset/gen-word-390-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 830 max words, 50 samples - at ../dataset/gen-word-830-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4500 max words - at ../dataset/shuffle-word-4500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4400 max words - at ../dataset/shuffle-word-4400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 420 max words, 50 samples - at ../dataset/gen-word-420-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 405 max words, 50 samples - at ../dataset/gen-word-405-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 490 max words, 50 samples - at ../dataset/gen-word-490-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 865 max words - at ../dataset/shuffle-word-865-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 800 max words - at ../dataset/shuffle-word-800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 875 max words - at ../dataset/shuffle-word-875-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 860 max words, 50 samples - at ../dataset/gen-word-860-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 15 samples (1 token repeat) - 175 max words - at ../dataset/shuffle-word-175-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 905 max words - at ../dataset/shuffle-word-905-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 765 max words - at ../dataset/shuffle-word-765-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 8 samples (1 token repeat) - 310 max words - at ../dataset/shuffle-word-310-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 350 max words - at ../dataset/shuffle-word-350-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 985 max words - at ../dataset/shuffle-word-985-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 260 max words - at ../dataset/shuffle-word-260-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 655 max words - at ../dataset/shuffle-word-655-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 815 max words, 50 samples - at ../dataset/gen-word-815-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 545 max words - at ../dataset/shuffle-word-545-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 750 max words - at ../dataset/shuffle-word-750-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 950 max words - at ../dataset/shuffle-word-950-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 360 max words - at ../dataset/shuffle-word-360-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 760 max words - at ../dataset/shuffle-word-760-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 14 samples (1 token repeat) - 180 max words - at ../dataset/shuffle-word-180-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 255 max words - at ../dataset/shuffle-word-255-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 530 max words - at ../dataset/shuffle-word-530-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 340 max words - at ../dataset/shuffle-word-340-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 37 samples (20 token repeat) - 2500 max words - at ../dataset/shuffle-word-2500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 890 max words - at ../dataset/shuffle-word-890-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 320 max words, 50 samples - at ../dataset/gen-word-320-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 995 max words - at ../dataset/shuffle-word-995-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 330 max words - at ../dataset/shuffle-word-330-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 900 max words - at ../dataset/shuffle-word-900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 405 max words - at ../dataset/shuffle-word-405-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 670 max words - at ../dataset/shuffle-word-670-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 990 max words - at ../dataset/shuffle-word-990-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 870 max words - at ../dataset/shuffle-word-870-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 900 max words, 50 samples - at ../dataset/gen-word-900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 595 max words - at ../dataset/shuffle-word-595-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 480 max words, 50 samples - at ../dataset/gen-word-480-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 980 max words - at ../dataset/shuffle-word-980-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 235 max words, 50 samples - at ../dataset/gen-word-235-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 425 max words - at ../dataset/shuffle-word-425-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 455 max words - at ../dataset/shuffle-word-455-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 610 max words, 50 samples - at ../dataset/gen-word-610-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 150 max words, 50 samples - at ../dataset/gen-word-150-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 200 max words, 50 samples - at ../dataset/gen-word-200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 970 max words - at ../dataset/shuffle-word-970-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7600 max words - at ../dataset/shuffle-word-7600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 895 max words - at ../dataset/shuffle-word-895-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 440 max words, 50 samples - at ../dataset/gen-word-440-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 955 max words, 50 samples - at ../dataset/gen-word-955-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 280 max words, 50 samples - at ../dataset/gen-word-280-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 375 max words - at ../dataset/shuffle-word-375-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 920 max words, 50 samples - at ../dataset/gen-word-920-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 600 max words, 50 samples - at ../dataset/gen-word-600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4000 max words - at ../dataset/shuffle-word-4000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 445 max words, 50 samples - at ../dataset/gen-word-445-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 510 max words, 50 samples - at ../dataset/gen-word-510-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3200 max words - at ../dataset/shuffle-word-3200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6900 max words - at ../dataset/shuffle-word-6900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 895 max words, 50 samples - at ../dataset/gen-word-895-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 630 max words - at ../dataset/shuffle-word-630-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 8000 max words - at ../dataset/shuffle-word-8000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 860 max words - at ../dataset/shuffle-word-860-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 935 max words - at ../dataset/shuffle-word-935-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 625 max words - at ../dataset/shuffle-word-625-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 495 max words - at ../dataset/shuffle-word-495-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 905 max words, 50 samples - at ../dataset/gen-word-905-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 290 max words, 50 samples - at ../dataset/gen-word-290-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 325 max words, 50 samples - at ../dataset/gen-word-325-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 560 max words - at ../dataset/shuffle-word-560-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 640 max words - at ../dataset/shuffle-word-640-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 875 max words, 50 samples - at ../dataset/gen-word-875-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 540 max words - at ../dataset/shuffle-word-540-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 720 max words - at ../dataset/shuffle-word-720-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 485 max words - at ../dataset/shuffle-word-485-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 340 max words, 50 samples - at ../dataset/gen-word-340-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 320 max words - at ../dataset/shuffle-word-320-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 705 max words - at ../dataset/shuffle-word-705-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 865 max words, 50 samples - at ../dataset/gen-word-865-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 310 max words, 50 samples - at ../dataset/gen-word-310-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 425 max words, 50 samples - at ../dataset/gen-word-425-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 990 max words, 50 samples - at ../dataset/gen-word-990-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6400 max words - at ../dataset/shuffle-word-6400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 365 max words - at ../dataset/shuffle-word-365-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 450 max words - at ../dataset/shuffle-word-450-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 580 max words - at ../dataset/shuffle-word-580-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 820 max words, 50 samples - at ../dataset/gen-word-820-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 565 max words - at ../dataset/shuffle-word-565-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7100 max words - at ../dataset/shuffle-word-7100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 270 max words - at ../dataset/shuffle-word-270-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 730 max words - at ../dataset/shuffle-word-730-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 795 max words, 50 samples - at ../dataset/gen-word-795-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 385 max words - at ../dataset/shuffle-word-385-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 505 max words - at ../dataset/shuffle-word-505-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 925 max words - at ../dataset/shuffle-word-925-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 615 max words - at ../dataset/shuffle-word-615-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 440 max words - at ../dataset/shuffle-word-440-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 245 max words - at ../dataset/shuffle-word-245-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 435 max words - at ../dataset/shuffle-word-435-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 720 max words, 50 samples - at ../dataset/gen-word-720-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 805 max words, 50 samples - at ../dataset/gen-word-805-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 590 max words - at ../dataset/shuffle-word-590-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 260 max words, 50 samples - at ../dataset/gen-word-260-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 835 max words - at ../dataset/shuffle-word-835-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 375 max words, 50 samples - at ../dataset/gen-word-375-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 29 samples (20 token repeat) - 2600 max words - at ../dataset/shuffle-word-2600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 495 max words, 50 samples - at ../dataset/gen-word-495-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 380 max words, 50 samples - at ../dataset/gen-word-380-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 565 max words, 50 samples - at ../dataset/gen-word-565-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 470 max words - at ../dataset/shuffle-word-470-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 745 max words, 50 samples - at ../dataset/gen-word-745-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 785 max words - at ../dataset/shuffle-word-785-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 300 max words - at ../dataset/shuffle-word-300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 475 max words, 50 samples - at ../dataset/gen-word-475-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 135 max words, 50 samples - at ../dataset/gen-word-135-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4900 max words - at ../dataset/shuffle-word-4900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7500 max words - at ../dataset/shuffle-word-7500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 775 max words, 50 samples - at ../dataset/gen-word-775-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 470 max words, 50 samples - at ../dataset/gen-word-470-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 500 max words - at ../dataset/shuffle-word-500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 500 max words, 50 samples - at ../dataset/gen-word-500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 885 max words, 50 samples - at ../dataset/gen-word-885-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 525 max words, 50 samples - at ../dataset/gen-word-525-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 165 max words, 50 samples - at ../dataset/gen-word-165-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 770 max words, 50 samples - at ../dataset/gen-word-770-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 2100 max words - at ../dataset/shuffle-word-2100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3300 max words - at ../dataset/shuffle-word-3300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6800 max words - at ../dataset/shuffle-word-6800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 625 max words, 50 samples - at ../dataset/gen-word-625-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5400 max words - at ../dataset/shuffle-word-5400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 540 max words, 50 samples - at ../dataset/gen-word-540-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7000 max words - at ../dataset/shuffle-word-7000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4600 max words - at ../dataset/shuffle-word-4600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 345 max words, 50 samples - at ../dataset/gen-word-345-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 665 max words, 50 samples - at ../dataset/gen-word-665-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 1900 max words - at ../dataset/shuffle-word-1900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 170 max words, 50 samples - at ../dataset/gen-word-170-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 60 samples (20 token repeat) - 1100 max words - at ../dataset/shuffle-word-1100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 640 max words, 50 samples - at ../dataset/gen-word-640-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 51 samples (20 token repeat) - 1300 max words - at ../dataset/shuffle-word-1300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6100 max words - at ../dataset/shuffle-word-6100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 985 max words, 50 samples - at ../dataset/gen-word-985-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7800 max words - at ../dataset/shuffle-word-7800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 395 max words, 50 samples - at ../dataset/gen-word-395-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7200 max words - at ../dataset/shuffle-word-7200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6500 max words - at ../dataset/shuffle-word-6500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 975 max words, 50 samples - at ../dataset/gen-word-975-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 315 max words, 50 samples - at ../dataset/gen-word-315-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 655 max words, 50 samples - at ../dataset/gen-word-655-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3700 max words - at ../dataset/shuffle-word-3700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7400 max words - at ../dataset/shuffle-word-7400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 555 max words, 50 samples - at ../dataset/gen-word-555-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3600 max words - at ../dataset/shuffle-word-3600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 465 max words - at ../dataset/shuffle-word-465-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 370 max words - at ../dataset/shuffle-word-370-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3000 max words - at ../dataset/shuffle-word-3000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 715 max words - at ../dataset/shuffle-word-715-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 11 samples (1 token repeat) - 210 max words - at ../dataset/shuffle-word-210-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 280 max words - at ../dataset/shuffle-word-280-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 220 max words, 50 samples - at ../dataset/gen-word-220-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 230 max words, 50 samples - at ../dataset/gen-word-230-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 380 max words - at ../dataset/shuffle-word-380-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 780 max words - at ../dataset/shuffle-word-780-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 850 max words - at ../dataset/shuffle-word-850-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 535 max words - at ../dataset/shuffle-word-535-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 435 max words, 50 samples - at ../dataset/gen-word-435-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 690 max words - at ../dataset/shuffle-word-690-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 645 max words - at ../dataset/shuffle-word-645-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 250 max words - at ../dataset/shuffle-word-250-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 600 max words - at ../dataset/shuffle-word-600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 580 max words, 50 samples - at ../dataset/gen-word-580-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 285 max words, 50 samples - at ../dataset/gen-word-285-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 595 max words, 50 samples - at ../dataset/gen-word-595-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 695 max words, 50 samples - at ../dataset/gen-word-695-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 735 max words - at ../dataset/shuffle-word-735-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 255 max words, 50 samples - at ../dataset/gen-word-255-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 855 max words, 50 samples - at ../dataset/gen-word-855-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 415 max words - at ../dataset/shuffle-word-415-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 610 max words - at ../dataset/shuffle-word-610-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 420 max words - at ../dataset/shuffle-word-420-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 945 max words - at ../dataset/shuffle-word-945-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 530 max words, 50 samples - at ../dataset/gen-word-530-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 545 max words, 50 samples - at ../dataset/gen-word-545-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 690 max words, 50 samples - at ../dataset/gen-word-690-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 615 max words, 50 samples - at ../dataset/gen-word-615-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 620 max words - at ../dataset/shuffle-word-620-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6300 max words - at ../dataset/shuffle-word-6300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 575 max words, 50 samples - at ../dataset/gen-word-575-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 7 samples (1 token repeat) - 345 max words - at ../dataset/shuffle-word-345-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 930 max words - at ../dataset/shuffle-word-930-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 845 max words, 50 samples - at ../dataset/gen-word-845-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 1000 max words - at ../dataset/shuffle-word-1000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7300 max words - at ../dataset/shuffle-word-7300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 725 max words - at ../dataset/shuffle-word-725-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 23 samples (20 token repeat) - 2800 max words - at ../dataset/shuffle-word-2800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6700 max words - at ../dataset/shuffle-word-6700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 735 max words, 50 samples - at ../dataset/gen-word-735-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 745 max words - at ../dataset/shuffle-word-745-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 695 max words - at ../dataset/shuffle-word-695-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 295 max words - at ../dataset/shuffle-word-295-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5200 max words - at ../dataset/shuffle-word-5200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5900 max words - at ../dataset/shuffle-word-5900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 880 max words - at ../dataset/shuffle-word-880-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 605 max words - at ../dataset/shuffle-word-605-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 915 max words, 50 samples - at ../dataset/gen-word-915-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 585 max words, 50 samples - at ../dataset/gen-word-585-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 675 max words - at ../dataset/shuffle-word-675-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 815 max words - at ../dataset/shuffle-word-815-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 715 max words, 50 samples - at ../dataset/gen-word-715-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 515 max words, 50 samples - at ../dataset/gen-word-515-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 645 max words, 50 samples - at ../dataset/gen-word-645-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 555 max words - at ../dataset/shuffle-word-555-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 635 max words - at ../dataset/shuffle-word-635-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 9 samples (1 token repeat) - 265 max words - at ../dataset/shuffle-word-265-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 430 max words - at ../dataset/shuffle-word-430-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 410 max words - at ../dataset/shuffle-word-410-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 940 max words - at ../dataset/shuffle-word-940-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 485 max words, 50 samples - at ../dataset/gen-word-485-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 305 max words, 50 samples - at ../dataset/gen-word-305-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 840 max words - at ../dataset/shuffle-word-840-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 770 max words - at ../dataset/shuffle-word-770-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 780 max words, 50 samples - at ../dataset/gen-word-780-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 950 max words, 50 samples - at ../dataset/gen-word-950-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 755 max words - at ../dataset/shuffle-word-755-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 660 max words - at ../dataset/shuffle-word-660-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 650 max words, 50 samples - at ../dataset/gen-word-650-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 515 max words - at ../dataset/shuffle-word-515-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 10 samples (1 token repeat) - 235 max words - at ../dataset/shuffle-word-235-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 725 max words, 50 samples - at ../dataset/gen-word-725-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 575 max words - at ../dataset/shuffle-word-575-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 700 max words - at ../dataset/shuffle-word-700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 845 max words - at ../dataset/shuffle-word-845-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 700 max words, 50 samples - at ../dataset/gen-word-700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 880 max words, 50 samples - at ../dataset/gen-word-880-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 505 max words, 50 samples - at ../dataset/gen-word-505-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 910 max words, 50 samples - at ../dataset/gen-word-910-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 300 max words, 50 samples - at ../dataset/gen-word-300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4100 max words - at ../dataset/shuffle-word-4100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4300 max words - at ../dataset/shuffle-word-4300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 705 max words, 50 samples - at ../dataset/gen-word-705-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 665 max words - at ../dataset/shuffle-word-665-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 365 max words, 50 samples - at ../dataset/gen-word-365-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 775 max words - at ../dataset/shuffle-word-775-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 965 max words, 50 samples - at ../dataset/gen-word-965-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 23 samples (20 token repeat) - 2700 max words - at ../dataset/shuffle-word-2700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3400 max words - at ../dataset/shuffle-word-3400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3800 max words - at ../dataset/shuffle-word-3800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 810 max words, 50 samples - at ../dataset/gen-word-810-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 790 max words - at ../dataset/shuffle-word-790-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 605 max words, 50 samples - at ../dataset/gen-word-605-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 560 max words, 50 samples - at ../dataset/gen-word-560-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 410 max words, 50 samples - at ../dataset/gen-word-410-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 520 max words, 50 samples - at ../dataset/gen-word-520-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 41 samples (20 token repeat) - 1400 max words - at ../dataset/shuffle-word-1400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 660 max words, 50 samples - at ../dataset/gen-word-660-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 295 max words, 50 samples - at ../dataset/gen-word-295-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 360 max words, 50 samples - at ../dataset/gen-word-360-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 840 max words, 50 samples - at ../dataset/gen-word-840-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 945 max words, 50 samples - at ../dataset/gen-word-945-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 680 max words, 50 samples - at ../dataset/gen-word-680-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 925 max words, 50 samples - at ../dataset/gen-word-925-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 2300 max words - at ../dataset/shuffle-word-2300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5100 max words - at ../dataset/shuffle-word-5100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 480 max words - at ../dataset/shuffle-word-480-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 1500 max words - at ../dataset/shuffle-word-1500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 550 max words, 50 samples - at ../dataset/gen-word-550-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 765 max words, 50 samples - at ../dataset/gen-word-765-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4200 max words - at ../dataset/shuffle-word-4200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6000 max words - at ../dataset/shuffle-word-6000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 685 max words, 50 samples - at ../dataset/gen-word-685-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7900 max words - at ../dataset/shuffle-word-7900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 650 max words - at ../dataset/shuffle-word-650-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 4700 max words - at ../dataset/shuffle-word-4700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 7700 max words - at ../dataset/shuffle-word-7700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 1700 max words - at ../dataset/shuffle-word-1700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 980 max words, 50 samples - at ../dataset/gen-word-980-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5300 max words - at ../dataset/shuffle-word-5300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3500 max words - at ../dataset/shuffle-word-3500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 5 samples (1 token repeat) - 550 max words - at ../dataset/shuffle-word-550-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 680 max words - at ../dataset/shuffle-word-680-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 855 max words - at ../dataset/shuffle-word-855-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 570 max words, 50 samples - at ../dataset/gen-word-570-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 740 max words, 50 samples - at ../dataset/gen-word-740-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5600 max words - at ../dataset/shuffle-word-5600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 740 max words - at ../dataset/shuffle-word-740-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 630 max words, 50 samples - at ../dataset/gen-word-630-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 675 max words, 50 samples - at ../dataset/gen-word-675-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 245 max words, 50 samples - at ../dataset/gen-word-245-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 785 max words, 50 samples - at ../dataset/gen-word-785-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 810 max words - at ../dataset/shuffle-word-810-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 960 max words, 50 samples - at ../dataset/gen-word-960-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3100 max words - at ../dataset/shuffle-word-3100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 4 samples (1 token repeat) - 795 max words - at ../dataset/shuffle-word-795-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 920 max words - at ../dataset/shuffle-word-920-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 455 max words, 50 samples - at ../dataset/gen-word-455-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 890 max words, 50 samples - at ../dataset/gen-word-890-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1000 max words, 50 samples - at ../dataset/gen-word-1000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 835 max words, 50 samples - at ../dataset/gen-word-835-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 760 max words, 50 samples - at ../dataset/gen-word-760-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 2000 max words - at ../dataset/shuffle-word-2000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 870 max words, 50 samples - at ../dataset/gen-word-870-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 825 max words, 50 samples - at ../dataset/gen-word-825-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5500 max words - at ../dataset/shuffle-word-5500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 2900 max words - at ../dataset/shuffle-word-2900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5800 max words - at ../dataset/shuffle-word-5800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6200 max words - at ../dataset/shuffle-word-6200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 930 max words, 50 samples - at ../dataset/gen-word-930-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 490 max words - at ../dataset/shuffle-word-490-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 730 max words, 50 samples - at ../dataset/gen-word-730-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 2400 max words - at ../dataset/shuffle-word-2400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 3900 max words - at ../dataset/shuffle-word-3900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 6 samples (1 token repeat) - 445 max words - at ../dataset/shuffle-word-445-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 995 max words, 50 samples - at ../dataset/gen-word-995-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 60 samples (20 token repeat) - 1200 max words - at ../dataset/shuffle-word-1200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 3 samples (1 token repeat) - 805 max words - at ../dataset/shuffle-word-805-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 620 max words, 50 samples - at ../dataset/gen-word-620-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 1600 max words - at ../dataset/shuffle-word-1600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 970 max words, 50 samples - at ../dataset/gen-word-970-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 5700 max words - at ../dataset/shuffle-word-5700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 1800 max words - at ../dataset/shuffle-word-1800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 20 samples (20 token repeat) - 6600 max words - at ../dataset/shuffle-word-6600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 670 max words, 50 samples - at ../dataset/gen-word-670-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated a single JSONL file with 40 samples (20 token repeat) - 2200 max words - at ../dataset/shuffle-word-2200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1100 max words, 2000 samples - at ../dataset/gen-word-1100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1500 max words, 2000 samples - at ../dataset/gen-word-1500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1200 max words, 2000 samples - at ../dataset/gen-word-1200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1600 max words, 2000 samples - at ../dataset/gen-word-1600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1300 max words, 2000 samples - at ../dataset/gen-word-1300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1700 max words, 2000 samples - at ../dataset/gen-word-1700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1900 max words, 2000 samples - at ../dataset/gen-word-1900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2000 max words, 2000 samples - at ../dataset/gen-word-2000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1800 max words, 2000 samples - at ../dataset/gen-word-1800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 1400 max words, 2000 samples - at ../dataset/gen-word-1400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2100 max words, 2000 samples - at ../dataset/gen-word-2100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2200 max words, 2000 samples - at ../dataset/gen-word-2200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2500 max words, 2000 samples - at ../dataset/gen-word-2500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2300 max words, 2000 samples - at ../dataset/gen-word-2300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2700 max words, 2000 samples - at ../dataset/gen-word-2700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2600 max words, 2000 samples - at ../dataset/gen-word-2600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2400 max words, 2000 samples - at ../dataset/gen-word-2400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2800 max words, 2000 samples - at ../dataset/gen-word-2800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 2900 max words, 2000 samples - at ../dataset/gen-word-2900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3300 max words, 2000 samples - at ../dataset/gen-word-3300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3200 max words, 2000 samples - at ../dataset/gen-word-3200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3100 max words, 2000 samples - at ../dataset/gen-word-3100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3400 max words, 2000 samples - at ../dataset/gen-word-3400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3700 max words, 2000 samples - at ../dataset/gen-word-3700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4100 max words, 2000 samples - at ../dataset/gen-word-4100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3000 max words, 2000 samples - at ../dataset/gen-word-3000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3600 max words, 2000 samples - at ../dataset/gen-word-3600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3500 max words, 2000 samples - at ../dataset/gen-word-3500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4000 max words, 2000 samples - at ../dataset/gen-word-4000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3900 max words, 2000 samples - at ../dataset/gen-word-3900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4700 max words, 2000 samples - at ../dataset/gen-word-4700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 3800 max words, 2000 samples - at ../dataset/gen-word-3800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4200 max words, 2000 samples - at ../dataset/gen-word-4200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4500 max words, 2000 samples - at ../dataset/gen-word-4500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4400 max words, 2000 samples - at ../dataset/gen-word-4400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5000 max words, 2000 samples - at ../dataset/gen-word-5000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5200 max words, 2000 samples - at ../dataset/gen-word-5200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4300 max words, 2000 samples - at ../dataset/gen-word-4300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5400 max words, 2000 samples - at ../dataset/gen-word-5400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4900 max words, 2000 samples - at ../dataset/gen-word-4900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5300 max words, 2000 samples - at ../dataset/gen-word-5300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4600 max words, 2000 samples - at ../dataset/gen-word-4600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 4800 max words, 2000 samples - at ../dataset/gen-word-4800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5100 max words, 2000 samples - at ../dataset/gen-word-5100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6000 max words, 2000 samples - at ../dataset/gen-word-6000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6200 max words, 2000 samples - at ../dataset/gen-word-6200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7500 max words, 2000 samples - at ../dataset/gen-word-7500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6500 max words, 2000 samples - at ../dataset/gen-word-6500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5900 max words, 2000 samples - at ../dataset/gen-word-5900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5500 max words, 2000 samples - at ../dataset/gen-word-5500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5600 max words, 2000 samples - at ../dataset/gen-word-5600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6100 max words, 2000 samples - at ../dataset/gen-word-6100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6600 max words, 2000 samples - at ../dataset/gen-word-6600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6400 max words, 2000 samples - at ../dataset/gen-word-6400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6300 max words, 2000 samples - at ../dataset/gen-word-6300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5700 max words, 2000 samples - at ../dataset/gen-word-5700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 5800 max words, 2000 samples - at ../dataset/gen-word-5800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6900 max words, 2000 samples - at ../dataset/gen-word-6900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6800 max words, 2000 samples - at ../dataset/gen-word-6800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7100 max words, 2000 samples - at ../dataset/gen-word-7100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 6700 max words, 2000 samples - at ../dataset/gen-word-6700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7400 max words, 2000 samples - at ../dataset/gen-word-7400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7000 max words, 2000 samples - at ../dataset/gen-word-7000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7300 max words, 2000 samples - at ../dataset/gen-word-7300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7600 max words, 2000 samples - at ../dataset/gen-word-7600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7900 max words, 2000 samples - at ../dataset/gen-word-7900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7800 max words, 2000 samples - at ../dataset/gen-word-7800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7200 max words, 2000 samples - at ../dataset/gen-word-7200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 8000 max words, 2000 samples - at ../dataset/gen-word-8000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated JSONL file with - 7700 max words, 2000 samples - at ../dataset/gen-word-7700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Done ##\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 6.1G\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 10K Sep 2 08:41 gen-word-10-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 54K Sep 2 08:41 gen-word-100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 494K Sep 2 08:41 gen-word-1000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 56K Sep 2 08:41 gen-word-105-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 60K Sep 2 08:41 gen-word-110-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 22M Sep 2 08:41 gen-word-1100-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 64K Sep 2 08:41 gen-word-115-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 63K Sep 2 08:41 gen-word-120-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 23M Sep 2 08:41 gen-word-1200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 69K Sep 2 08:41 gen-word-125-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 71K Sep 2 08:41 gen-word-130-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 25M Sep 2 08:41 gen-word-1300-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 68K Sep 2 08:41 gen-word-135-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 70K Sep 2 08:41 gen-word-140-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 27M Sep 2 08:41 gen-word-1400-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 78K Sep 2 08:41 gen-word-145-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 13K Sep 2 08:41 gen-word-15-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 79K Sep 2 08:41 gen-word-150-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 29M Sep 2 08:41 gen-word-1500-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 82K Sep 2 08:41 gen-word-155-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 83K Sep 2 08:41 gen-word-160-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 31M Sep 2 08:41 gen-word-1600-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 86K Sep 2 08:41 gen-word-165-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 85K Sep 2 08:41 gen-word-170-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 33M Sep 2 08:41 gen-word-1700-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 93K Sep 2 08:41 gen-word-175-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 90K Sep 2 08:41 gen-word-180-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 35M Sep 2 08:41 gen-word-1800-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 98K Sep 2 08:41 gen-word-185-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 100K Sep 2 08:41 gen-word-190-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 37M Sep 2 08:41 gen-word-1900-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 95K Sep 2 08:41 gen-word-195-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 14K Sep 2 08:41 gen-word-20-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 104K Sep 2 08:41 gen-word-200-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 39M Sep 2 08:41 gen-word-2000-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 108K Sep 2 08:41 gen-word-205-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 109K Sep 2 08:41 gen-word-210-count.jsonl\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 root root 41M Sep 2 08:41 gen-word-2100-count.jsonl\n" - ] - }, - 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"\n", - "# Generate the various datasets\n", - "echo \"## Generating word reptition dataset ##\"\n", - "\n", - "#\n", - "# We reduce the training set for < 50 words - and shift the focus upwards\n", - "# (aka 50-100 token * 2 : ~100 - 250 token ctx len)\n", - "#\n", - "python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/word-2-count.jsonl 2 50 &\n", - "for i in {5..1000..5} \n", - "do\n", - " python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 50 & \n", - " python ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 1 & \n", - "done\n", - "\n", - "#\n", - "# Ramping up the 50+ - 4200 words dataset\n", - "# \n", - "for i in {1100..8000..100} \n", - "do\n", - " python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 2000 & \n", - " python ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 20 & \n", - "done\n", - "\n", - "wait\n", - "echo \"## Done ##\"\n", - "\n", - "ls -lh ../dataset/" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "15e03154", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-02T08:41:54.110558Z", - "iopub.status.busy": "2023-09-02T08:41:54.110363Z", - "iopub.status.idle": "2023-09-03T06:13:05.260832Z", - "shell.execute_reply": "2023-09-03T06:13:05.259129Z" - }, - "papermill": { - "duration": 77471.213932, - "end_time": "2023-09-03T06:13:05.263168", - "exception": false, - "start_time": "2023-09-02T08:41:54.049236", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L96-D1024-E0_1-mem-ctx-8k/', '--model.lr_init=1e-4', '--model.lr_final=1e-4', '--data.max_token_size=8192', '--model.ctx_len=4096', '--model.bptt_learning_range=2', '--model.load_model=../model/v5-L96-D1024-E0_1-mem-ctx-4k.pth'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L96-D1024-E0_1-mem-ctx-8k/', '--model.lr_init=1e-4', '--model.lr_final=1e-4', '--data.max_token_size=8192', '--model.ctx_len=4096', '--model.bptt_learning_range=2', '--model.load_model=../model/v5-L96-D1024-E0_1-mem-ctx-4k.pth'].\r\n", - " rank_zero_warn(\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 3809433325\r\n", - " rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n", - "Global seed set to 3809433325\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.9\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20230902_084200-42tne4xv\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33mv5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/42tne4xv\u001b[0m\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/lightning/fabric/connector.py:562: UserWarning: bf16 is supported for historical reasons but its usage is discouraged. Please set your precision to bf16-mixed instead!\r\n", - " rank_zero_warn(\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "GPU available: True (cuda), used: True\r\n", - "TPU available: False, using: 0 TPU cores\r\n", - "IPU available: False, using: 0 IPUs\r\n", - "HPU available: False, using: 0 HPUs\r\n", - "\r\n", - "\r\n", - "[RWKV.Trainer] Applying 'target_batch_size' with the following:\r\n", - " - target_batch_size: 256\r\n", - " - num_nodes: 1\r\n", - " - num_devices: 8\r\n", - " - accumulate_grad_batches: 32\r\n", - " - effective_batch_size: 256\r\n", - "\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "Resolving data files: 0%| | 0/541 [00:00=12.1), as this is known to have freeze issues\r\n", - "# - The terms used in wandb / the progress bar can be confusing, see the github README.md for beter clarifications\r\n", - "# - When resuming from checkpoint, the estimated time is inaccurate\r\n", - "#\r\n", - "\r\n", - "[RWKV.model] Configuring optimizer with\r\n", - " - lr_init: 1.000e-04 (0.0001)\r\n", - " - lr_final: 1.000e-04 (0.0001)\r\n", - "\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Detected CUDA files, patching ldflags\r\n", - "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/fused_adam/build.ninja...\r\n", - "Building extension module fused_adam...\r\n", - "Allowing ninja to set a default number of workers... 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"Time to load utils op: 0.0006136894226074219 seconds\r\n", - "Time to load utils op: 0.0007157325744628906 seconds\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", - "Loading extension module utils...\r\n", - "Time to load utils op: 0.0006725788116455078 seconds\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", - "Loading extension module utils...\r\n", - "Time to load utils op: 0.0008366107940673828 seconds\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", - "Loading extension module utils...\r\n", - "Time to load utils op: 0.0011620521545410156 seconds\r\n", - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", - "Loading extension module utils...\r\n", - "Time to load utils op: 0.0012750625610351562 seconds\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", - "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", - "Loading extension module utils...\r\n", - "Time to load utils op: 0.0009191036224365234 seconds\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r\n", - " | Name | Type | Params\r\n", - "--------------------------------------\r\n", - "0 | emb | Embedding | 51.5 M\r\n", - "1 | blocks | ModuleList | 1.3 B \r\n", - "2 | ln_out | LayerNorm | 2.0 K \r\n", - "3 | head | Linear | 51.5 M\r\n", - "--------------------------------------\r\n", - "1.4 B Trainable params\r\n", - "0 Non-trainable params\r\n", - "1.4 B Total params\r\n", - "5,650.715 Total estimated model params size (MB)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "Training: 0it [00:00, ?it/s]\r", - "Training: 0%| | 0/12318 [00:00\r\n", + " cli_main()\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 233, in cli_main\r\n", + " LightningCLI(\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py\", line 350, in __init__\r\n", + " self.instantiate_classes()\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py\", line 499, in instantiate_classes\r\n", + " self.config_init = self.parser.instantiate_classes(self.config)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", + " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/jsonargparse/_core.py\", line 1128, in instantiate_classes\r\n", + " cfg[subcommand] = subparser.instantiate_classes(cfg[subcommand], instantiate_groups=instantiate_groups)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", + " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/jsonargparse/_core.py\", line 1122, in instantiate_classes\r\n", + " component.instantiate_class(component, cfg)\r\n", + " File \"/usr/local/lib/python3.11/dist-packages/jsonargparse/_signatures.py\", line 551, in group_instantiate_class\r\n", + " parent[key] = group.group_class(**value)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '../model/v5-L96-D1024-E0_1-mem-ctx-4k.pth' does not exist\r\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[31m(failed 1).\u001b[0m Press Control-C to abort syncing.\r\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33mv5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/1c6n4316\u001b[0m\r\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: ️⚡ View job at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/jobs/QXJ0aWZhY3RDb2xsZWN0aW9uOjkzMjg5ODA3/version_details/v17\u001b[0m\r\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)\r\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20230901_145324-1c6n4316/logs\u001b[0m\r\n" ] + } + ], + "source": [ + "# Start the finetune model training\n", + "!cd \"{TRAINER_DIR}\" && \\\n", + " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", + " export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n", + " python lightning_trainer.py fit \\\n", + " -c \"{NOTEBOOK_DIR}/config-mem-template.yaml\" \\\n", + " --trainer.logger.init_args.name=\"{WANDB_PREFIX} - Mem-Tune ctx-8k (train-ctx=4k, {DEEPSPEED_STRAT})\" \\\n", + " --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n", + " --trainer.devices=\"{GPU_DEVICES}\" \\\n", + " --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-mem-ctx-8k/\" \\\n", + " --model.lr_init=3e-4 \\\n", + " --model.lr_final=1e-4 \\\n", + " --data.max_token_size=8192 \\\n", + " --model.ctx_len=4096 \\\n", + " --model.bptt_learning_range=2 \\\n", + " --model.load_model=\"../model/{FILENAME_PREFIX}-mem-ctx-4k.pth\"" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7ac5ad40", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-01T14:53:38.115546Z", + "iopub.status.busy": "2023-09-01T14:53:38.115356Z", + "iopub.status.idle": "2023-09-01T14:53:40.987634Z", + "shell.execute_reply": "2023-09-01T14:53:40.986824Z" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3600 tokens : 37.94444444444444% similarity, with 1366 matched token, and 2234 token mismatch\r\n" - ] + "papermill": { + "duration": 2.928097, + "end_time": "2023-09-01T14:53:40.989318", + "exception": false, + "start_time": "2023-09-01T14:53:38.061221", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3650 tokens : 36.65753424657534% similarity, with 1338 matched token, and 2312 token mismatch\r\n" + "Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3700 tokens : 35.43243243243243% similarity, with 1311 matched token, and 2389 token mismatch\r\n" + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 651, in \r\n", + " convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir, output_file, save_dtype=args.dtype)\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 542, in convert_zero_checkpoint_to_fp32_state_dict\r\n", + " state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 516, in get_fp32_state_dict_from_zero_checkpoint\r\n", + " raise ValueError(f\"Unable to find 'latest' file at {latest_path}\")\r\n", + "ValueError: Unable to find 'latest' file at ../checkpoint/v5-L96-D1024-E0_1-mem-ctx-8k/last.ckpt/latest\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3750 tokens : 34.026666666666664% similarity, with 1276 matched token, and 2474 token mismatch\r\n" + "ls: cannot access '../model/v5-L96-D1024-E0_1-mem-ctx-8k.pth': No such file or directory\r\n" ] + } + ], + "source": [ + "# Lets export the model from the checkpoint\n", + "!cd \"{TRAINER_DIR}\" && \\\n", + " python export_checkpoint.py \\\n", + " \"../checkpoint/{FILENAME_PREFIX}-mem-ctx-8k/last.ckpt\" \\\n", + " \"../model/{FILENAME_PREFIX}-mem-ctx-8k.pth\" \"bf16\"\n", + "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-mem-ctx-8k.pth\"" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "912275ec", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-01T14:53:41.101106Z", + "iopub.status.busy": "2023-09-01T14:53:41.100914Z", + "iopub.status.idle": "2023-09-01T14:53:46.113705Z", + "shell.execute_reply": "2023-09-01T14:53:46.112987Z" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3800 tokens : 33.1578947368421% similarity, with 1260 matched token, and 2540 token mismatch\r\n" - ] + "papermill": { + "duration": 5.068771, + "end_time": "2023-09-01T14:53:46.115376", + "exception": false, + "start_time": "2023-09-01T14:53:41.046605", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3850 tokens : 31.896103896103895% similarity, with 1228 matched token, and 2622 token mismatch\r\n" + "Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 3900 tokens : 30.538461538461537% similarity, with 1191 matched token, and 2709 token mismatch\r\n" + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/../memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", + " asyncio.run(main_function())\r\n", + " File \"/usr/lib/python3.11/asyncio/runners.py\", line 190, in run\r\n", + " return runner.run(main)\r\n", + " ^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/lib/python3.11/asyncio/runners.py\", line 118, in run\r\n", + " return self._loop.run_until_complete(task)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/lib/python3.11/asyncio/base_events.py\", line 653, in run_until_complete\r\n", + " return future.result()\r\n", + " ^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/../memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", + " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", + " self.model = RWKV(**model_config)\r\n", + " ^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/model/v5-L96-D1024-E0_1-mem-ctx-8k.pth' does not exist\r\n" ] + } + ], + "source": [ + "# Lets do a quick memory test\n", + "!export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n", + " python3 ../memory_script/eval_v5_memory_guided.py \"{PROJECT_DIR}/model/{FILENAME_PREFIX}-mem-ctx-8k.pth\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "71ea6284", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-01T14:53:46.225301Z", + "iopub.status.busy": "2023-09-01T14:53:46.225111Z", + "iopub.status.idle": "2023-09-01T14:53:51.386811Z", + "shell.execute_reply": "2023-09-01T14:53:51.386023Z" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Model validation for 3950 tokens : 29.443037974683545% similarity, with 1163 matched token, and 2787 token mismatch\r\n" - ] + "papermill": { + "duration": 5.217798, + "end_time": "2023-09-01T14:53:51.388460", + "exception": false, + "start_time": "2023-09-01T14:53:46.170662", + "status": "completed" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "## Model validation for 4000 tokens : 28.225% similarity, with 1129 matched token, and 2871 token mismatch\r\n" + "Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "###\r\n", - "### Model validation end ###\r\n", - "###\r\n" + "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n", + "Traceback (most recent call last):\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/../memory_script/eval_v5_memory_guided.py\", line 366, in \r\n", + " asyncio.run(main_function())\r\n", + " File \"/usr/lib/python3.11/asyncio/runners.py\", line 190, in run\r\n", + " return runner.run(main)\r\n", + " ^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/lib/python3.11/asyncio/runners.py\", line 118, in run\r\n", + " return self._loop.run_until_complete(task)\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/usr/lib/python3.11/asyncio/base_events.py\", line 653, in run_until_complete\r\n", + " return future.result()\r\n", + " ^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/../memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n", + " model = SimpleRWKV(model_path, device=\"cuda\")\r\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n", + " self.model = RWKV(**model_config)\r\n", + " ^^^^^^^^^^^^^^^^^^^^\r\n", + " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 553, in __init__\r\n", + " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", + "ValueError: load_model file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/model/v5-L96-D1024-E0_1-mem-ctx-8k.pth' does not exist\r\n" ] } ], @@ -138874,14 +8273,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 77896.719256, - "end_time": "2023-09-03T06:19:24.673187", + "duration": 46.4696, + "end_time": "2023-09-01T14:53:51.661120", "environment_variables": {}, "exception": null, "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/v5-L96-D1024-E1e-1-ctx4k-part5.ipynb", "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/rwkv-x-exp/v5-memory/v5-L96-D1024-E1e-1-ctx4k-part5.ipynb", "parameters": {}, - "start_time": "2023-09-02T08:41:07.953931", + "start_time": "2023-09-01T14:53:05.191520", "version": "2.4.0" } }, diff --git a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part1.ipynb b/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part1.ipynb deleted file mode 100644 index 4bcd8c1cd243d42c0f69f784a86cfc7e072e5b66..0000000000000000000000000000000000000000 --- a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part1.ipynb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3aeaa7a18c512ab269373405a851820ebf829612158ad8c004e3b12edf85594b -size 23703731 diff --git a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part2.ipynb b/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part2.ipynb deleted file mode 100644 index 08a47ab9cc56551d38f353b7abad52bfde0da722..0000000000000000000000000000000000000000 --- a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part2.ipynb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0db5673fbf59261a65cafb957510a87538f738b6cebffd10ed532db38dfdcb01 -size 53132732 diff --git a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part3.ipynb b/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part3.ipynb deleted file mode 100644 index 3d8ee8817417938f98dd9e770872c2ddb05b6d85..0000000000000000000000000000000000000000 --- a/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part3.ipynb +++ /dev/null @@ -1,8038 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "id": "ab8b6a69", - "metadata": { - "papermill": { - "duration": 0.005086, - "end_time": "2023-09-06T17:56:31.186543", - "exception": false, - "start_time": "2023-09-06T17:56:31.181457", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# RWKV v5\n", - "\n", - "Simple memory training for a small model\n", - "\n", - "**Note:** This project assumes you have the rwkv-infctx conda env setup" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "93e759f4", - "metadata": { - "papermill": { - "duration": 0.001629, - "end_time": "2023-09-06T17:56:31.191871", - "exception": false, - "start_time": "2023-09-06T17:56:31.190242", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Basic Setup" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "c26f9952", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:31.196224Z", - "iopub.status.busy": "2023-09-06T17:56:31.196048Z", - "iopub.status.idle": "2023-09-06T17:56:32.061917Z", - "shell.execute_reply": "2023-09-06T17:56:32.061065Z" - }, - "papermill": { - "duration": 0.87026, - "end_time": "2023-09-06T17:56:32.063842", - "exception": false, - "start_time": "2023-09-06T17:56:31.193582", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CITATION.cff RWKV-v4wavenet\t RWKV-v5headsize2x checkpoint\tnotebook\r\n", - "LICENSE RWKV-v5\t\t RWKV-v5headsize32 datapath\toutput\r\n", - "README.md RWKV-v5-beta2\t RWKV-v5rstack\t docker\r\n", - "RWKV-v4neo RWKV-v5altwavenet RWKV-v5wavenet model\r\n" - ] - } - ], - "source": [ - "# First lets setup the various directories, and init the model\n", - "!ls ../../../../../\n", - "!mkdir -p ../../../../../model/\n", - "!mkdir -p ../../../../../datapath/\n", - "!mkdir -p ../../../../../checkpoint/" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a810af36", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:32.072680Z", - "iopub.status.busy": "2023-09-06T17:56:32.072475Z", - "iopub.status.idle": "2023-09-06T17:56:34.197103Z", - "shell.execute_reply": "2023-09-06T17:56:34.196405Z" - }, - "papermill": { - "duration": 2.131556, - "end_time": "2023-09-06T17:56:34.199124", - "exception": false, - "start_time": "2023-09-06T17:56:32.067568", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n", - "\u001b[0m" - ] - } - ], - "source": [ - "# Additional dependencies for eval stuff\n", - "!pip install -q aiocsv aiofiles" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "8ccde8ea", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:34.208029Z", - "iopub.status.busy": "2023-09-06T17:56:34.207825Z", - "iopub.status.idle": "2023-09-06T17:56:34.215951Z", - "shell.execute_reply": "2023-09-06T17:56:34.214996Z" - }, - "papermill": { - "duration": 0.014343, - "end_time": "2023-09-06T17:56:34.217581", - "exception": false, - "start_time": "2023-09-06T17:56:34.203238", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DEEPSPEED_STRAT: deepspeed_stage_1\n", - "ENABLE_WANDB: True\n", - "GPU_DEVICES: auto\n", - "DIR_NAME: L12-D2048-E1e-1-ctx4k\n", - "NOTEBOOK_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k\n", - "INFERENCE_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", - "TRAINER_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", - "PROJECT_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer\n" - ] - } - ], - "source": [ - "DEEPSPEED_STRAT=\"deepspeed_stage_1\"\n", - "GPU_DEVICES=\"auto\"\n", - "ENABLE_WANDB=True\n", - "\n", - "# Layer count and embed dim to start with\n", - "LAYER_COUNT=12\n", - "EMBED_DIM=2048\n", - "\n", - "EMBED_SCALE=0.1\n", - "EMBED_SCALE_LABEL=str(EMBED_SCALE).replace(\".\", \"_\")\n", - "\n", - "WANDB_PREFIX=f\"v5r3-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE}\"\n", - "FILENAME_PREFIX=f\"v5r3-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE_LABEL}\"\n", - "\n", - "print(\"DEEPSPEED_STRAT:\", DEEPSPEED_STRAT)\n", - "print(\"ENABLE_WANDB:\", ENABLE_WANDB)\n", - "print(\"GPU_DEVICES:\", GPU_DEVICES)\n", - "\n", - "if ENABLE_WANDB:\n", - " WANDB_MODE=\"online\"\n", - "else:\n", - " WANDB_MODE=\"disabled\"\n", - "\n", - "# Computing the notebook, and various paths\n", - "import os\n", - "NOTEBOOK_DIR=os.path.dirname(os.path.abspath(\"__file__\"))\n", - "CONFIG_DIR=os.path.abspath(os.path.join(NOTEBOOK_DIR, \"../\"))\n", - "PROJECT_DIR=os.path.abspath(os.path.join(CONFIG_DIR, \"../../../../\"))\n", - "TRAINER_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", - "INFERENCE_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", - "\n", - "# Get the notebook dir name\n", - "DIR_NAME=os.path.basename(NOTEBOOK_DIR)\n", - "\n", - "# Log names and dir\n", - "print(\"DIR_NAME:\", DIR_NAME)\n", - "print(\"NOTEBOOK_DIR:\", NOTEBOOK_DIR)\n", - "print(\"INFERENCE_DIR:\", INFERENCE_DIR)\n", - "print(\"TRAINER_DIR:\", TRAINER_DIR)\n", - "print(\"PROJECT_DIR:\", PROJECT_DIR)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "91369121", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:34.224931Z", - "iopub.status.busy": "2023-09-06T17:56:34.224419Z", - "iopub.status.idle": "2023-09-06T17:56:35.012642Z", - "shell.execute_reply": "2023-09-06T17:56:35.011854Z" - }, - "papermill": { - "duration": 0.793739, - "end_time": "2023-09-06T17:56:35.014500", - "exception": false, - "start_time": "2023-09-06T17:56:34.220761", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "--2023-09-06 17:56:34-- https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/v5r3-L12-D2048-E0_1-mem-ctx-512.pth\r\n", - "Resolving huggingface.co (huggingface.co)... 13.33.33.102, 13.33.33.110, 13.33.33.20, ...\r\n", - "Connecting to huggingface.co (huggingface.co)|13.33.33.102|:443... connected.\r\n", - "HTTP request sent, awaiting response... " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "404 Not Found\r\n", - "2023-09-06 17:56:34 ERROR 404: Not Found.\r\n", - "\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 10K\r\n", - "drwxr-xr-x 2 root root 2 Sep 6 17:56 .\r\n", - "drwxr-xr-x 20 root root 24 Sep 6 17:56 ..\r\n" - ] - } - ], - "source": [ - "# Download the model directly (stop gap till HF sync issues is resolved)\n", - "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", - " wget -nc \"https://huggingface.co/rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-r3-memory/{DIR_NAME}/{FILENAME_PREFIX}-mem-ctx-512.pth\"\n", - "\n", - "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", - " ls -alh ." - ] - }, - { - "cell_type": "markdown", - "id": "601f70f3", - "metadata": { - "papermill": { - "duration": 0.003722, - "end_time": "2023-09-06T17:56:35.022629", - "exception": false, - "start_time": "2023-09-06T17:56:35.018907", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Tune 3 : Low ctx size (1024), memory training\n", - "\n", - "- Tune 3: Low ctx size (1024), Scaling up !" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a0c787fb", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:35.028092Z", - "iopub.status.busy": "2023-09-06T17:56:35.027837Z", - "iopub.status.idle": "2023-09-06T17:56:35.252453Z", - "shell.execute_reply": "2023-09-06T17:56:35.252025Z" - }, - "papermill": { - "duration": 0.274059, - "end_time": "2023-09-06T17:56:35.298804", - "exception": false, - "start_time": "2023-09-06T17:56:35.024745", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Generating word reptition dataset ##\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/gen_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - 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"output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/shuffle_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/shuffle_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/gen_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/shuffle_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Done ##\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 10K\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "drwxr-xr-x 2 root root 2 Sep 6 17:56 .\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "drwxr-xr-x 6 root root 11 Sep 6 17:56 ..\n" - ] - } - ], - "source": [ - "%%script bash\n", - "\n", - "########################################\n", - "# Generate the required jsonl dataset\n", - "########################################\n", - "\n", - "# Reset the dataset dir\n", - "mkdir -p ../dataset\n", - "rm -rf ../dataset/*.jsonl\n", - "\n", - "# Generate the various datasets\n", - "echo \"## Generating word reptition dataset ##\"\n", - "\n", - "#\n", - "# We reduce the training set for lower word count - and shift the focus upwards\n", - "#\n", - "python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/word-2-count.jsonl 2 400 &\n", - "for i in {5..45..5} \n", - "do\n", - " python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 400 & \n", - " python3 ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 10 & \n", - "done\n", - "\n", - "#\n", - "# Ramping up the 50+ - 510 words dataset\n", - "# \n", - "for i in {50..550..5} \n", - "do\n", - " python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 800 & \n", - " python3 ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 20 & \n", - "done\n", - "\n", - "wait\n", - "echo \"## Done ##\"\n", - "\n", - "ls -alh ../dataset/" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "22779577", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:35.321933Z", - "iopub.status.busy": "2023-09-06T17:56:35.321465Z", - "iopub.status.idle": "2023-09-06T17:56:35.550616Z", - "shell.execute_reply": "2023-09-06T17:56:35.549896Z" - }, - "papermill": { - "duration": 0.242866, - "end_time": "2023-09-06T17:56:35.552476", - "exception": false, - "start_time": "2023-09-06T17:56:35.309610", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/bin/sh: 1: cd: can't cd to {TRAINER_DIR}\r\n" - ] - } - ], - "source": [ - "# Start the finetune model training\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", - " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", - " export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n", - " python3 lightning_trainer.py fit \\\n", - " -c \"{CONFIG_DIR}/config-mem-template.yaml\" \\\n", - " --trainer.logger.init_args.name=\"{WANDB_PREFIX} - Mem-Tune ctx-1k (train-ctx=1k, {DEEPSPEED_STRAT})\" \\\n", - " --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n", - " --trainer.devices=\"{GPU_DEVICES}\" \\\n", - " --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-mem-ctx-1k/\" \\\n", - " --model.lr_init=4e-4 \\\n", - " --model.lr_final=2e-4 \\\n", - " --data.max_token_size=1024 \\\n", - " --model.ctx_len=1024 \\\n", - " --model.bptt_learning_range=1 \\\n", - " --model.load_model=\"../model/{FILENAME_PREFIX}-mem-ctx-512.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "2444dd4d", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:35.579094Z", - "iopub.status.busy": "2023-09-06T17:56:35.578618Z", - "iopub.status.idle": "2023-09-06T17:56:38.112956Z", - "shell.execute_reply": "2023-09-06T17:56:38.112197Z" - }, - "papermill": { - "duration": 2.547098, - "end_time": "2023-09-06T17:56:38.114683", - "exception": false, - "start_time": "2023-09-06T17:56:35.567585", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-06 17:56:37,246] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 651, in \r\n", - " convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir, output_file, save_dtype=args.dtype)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 542, in convert_zero_checkpoint_to_fp32_state_dict\r\n", - " state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 516, in get_fp32_state_dict_from_zero_checkpoint\r\n", - " raise ValueError(f\"Unable to find 'latest' file at {latest_path}\")\r\n", - "ValueError: Unable to find 'latest' file at ../checkpoint/v5r3-L12-D2048-E0_1-mem-ctx-1k/last.ckpt/latest\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ls: cannot access '../model/v5r3-L12-D2048-E0_1-mem-ctx-1k.pth': No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets export the model from the checkpoint\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " python3 export_checkpoint.py \\\n", - " \"../checkpoint/{FILENAME_PREFIX}-mem-ctx-1k/last.ckpt\" \\\n", - " \"../model/{FILENAME_PREFIX}-mem-ctx-1k.pth\" \"bf16\"\n", - "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-mem-ctx-1k.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "22257d5b", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:38.143897Z", - "iopub.status.busy": "2023-09-06T17:56:38.143611Z", - "iopub.status.idle": "2023-09-06T17:56:38.376422Z", - "shell.execute_reply": "2023-09-06T17:56:38.375722Z" - }, - "papermill": { - "duration": 0.245609, - "end_time": "2023-09-06T17:56:38.378266", - "exception": false, - "start_time": "2023-09-06T17:56:38.132657", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/eval_v5_memory_guided.py': [Errno 2] No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets do a quick memory test\n", - "!python3 ../memory_script/eval_v5_memory_guided.py \"{PROJECT_DIR}/model/{FILENAME_PREFIX}-mem-ctx-1k.pth\"" - ] - }, - { - "cell_type": "markdown", - "id": "cdde9df7", - "metadata": { - "papermill": { - "duration": 0.010167, - "end_time": "2023-09-06T17:56:38.402749", - "exception": false, - "start_time": "2023-09-06T17:56:38.392582", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Tune 4 : Low ctx size (2048), memory training\n", - "\n", - "- Tune 4: Low ctx size (2048), Scaling up !" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "e36b341c", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:38.446968Z", - "iopub.status.busy": "2023-09-06T17:56:38.446721Z", - "iopub.status.idle": "2023-09-06T17:56:39.343567Z", - "shell.execute_reply": "2023-09-06T17:56:39.343049Z" - }, - "papermill": { - "duration": 1.034359, - "end_time": "2023-09-06T17:56:39.469817", - "exception": false, - "start_time": "2023-09-06T17:56:38.435458", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Generating word reptition dataset ##\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/gen_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - 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"output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/shuffle_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/gen_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/shuffle_limited_prompt_completion_jsonl.py': [Errno 2] No such file or directory\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "## Done ##\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total 10K\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "drwxr-xr-x 2 root root 2 Sep 6 17:56 .\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "drwxr-xr-x 6 root root 11 Sep 6 17:56 ..\n" - ] - } - ], - "source": [ - "%%script bash\n", - "\n", - "########################################\n", - "# Generate the required jsonl dataset\n", - "########################################\n", - "\n", - "# Reset the dataset dir\n", - "mkdir -p ../dataset\n", - "rm -rf ../dataset/*.jsonl\n", - "\n", - "# Generate the various datasets\n", - "echo \"## Generating word reptition dataset ##\"\n", - "\n", - "#\n", - "# We reduce the training set for lower word count - and shift the focus upwards\n", - "#\n", - "python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/word-2-count.jsonl 2 100 &\n", - "for i in {5..100..5} \n", - "do\n", - " python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 100 & \n", - " python3 ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 1 & \n", - "done\n", - "\n", - "#\n", - "# Ramping up the 105+ - 1050 words dataset\n", - "# \n", - "for i in {105..2000..5} \n", - "do\n", - " python3 ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 200 & \n", - " python3 ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 20 & \n", - "done\n", - "\n", - "wait\n", - "echo \"## Done ##\"\n", - "\n", - "ls -alh ../dataset/" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "a0ac478c", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:39.551375Z", - "iopub.status.busy": "2023-09-06T17:56:39.550899Z", - "iopub.status.idle": "2023-09-06T17:56:57.164826Z", - "shell.execute_reply": "2023-09-06T17:56:57.164030Z" - }, - "papermill": { - "duration": 17.656386, - "end_time": "2023-09-06T17:56:57.166776", - "exception": false, - "start_time": "2023-09-06T17:56:39.510390", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-06 17:56:42,390] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5r3-L12-D2048-E0.1 - Mem-Tune ctx-2k (train-ctx=2k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5r3-L12-D2048-E0_1-mem-ctx-2k/', '--model.lr_init=3e-4', '--model.lr_final=1e-4', '--data.max_token_size=2048', '--model.ctx_len=2048', '--model.bptt_learning_range=1', '--model.load_model=../model/v5r3-L12-D2048-E0_1-mem-ctx-1k.pth'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5r3-L12-D2048-E0.1 - Mem-Tune ctx-2k (train-ctx=2k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5r3-L12-D2048-E0_1-mem-ctx-2k/', '--model.lr_init=3e-4', '--model.lr_final=1e-4', '--data.max_token_size=2048', '--model.ctx_len=2048', '--model.bptt_learning_range=1', '--model.load_model=../model/v5r3-L12-D2048-E0_1-mem-ctx-1k.pth'].\r\n", - " rank_zero_warn(\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 2013853126\r\n", - " rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n", - "Global seed set to 2013853126\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.9\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20230906_175644-p47r4x0f\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33mv5r3-L12-D2048-E0.1 - Mem-Tune ctx-2k (train-ctx=2k, deepspeed_stage_1)\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/p47r4x0f\u001b[0m\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 254, in \r\n", - " cli_main()\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/lightning_trainer.py\", line 233, in cli_main\r\n", - " LightningCLI(\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 350, in __init__\r\n", - " self.instantiate_classes()\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/lightning/pytorch/cli.py\", line 499, in instantiate_classes\r\n", - " self.config_init = self.parser.instantiate_classes(self.config)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1130, in instantiate_classes\r\n", - " cfg[subcommand] = subparser.instantiate_classes(cfg[subcommand], instantiate_groups=instantiate_groups)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_deprecated.py\", line 139, in patched_instantiate_classes\r\n", - " cfg = self._unpatched_instantiate_classes(cfg, **kwargs)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_core.py\", line 1124, in instantiate_classes\r\n", - " component.instantiate_class(component, cfg)\r\n", - " File \"/usr/local/lib/python3.10/dist-packages/jsonargparse/_signatures.py\", line 561, in group_instantiate_class\r\n", - " parent[key] = group.group_class(**value)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 559, in __init__\r\n", - " raise ValueError(f\"load_model file '{load_model}' does not exist\")\r\n", - "ValueError: load_model file '../model/v5r3-L12-D2048-E0_1-mem-ctx-1k.pth' does not exist\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[31m(failed 1).\u001b[0m Press Control-C to abort syncing.\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33mv5r3-L12-D2048-E0.1 - Mem-Tune ctx-2k (train-ctx=2k, deepspeed_stage_1)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/p47r4x0f\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: ️⚡ View job at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/jobs/QXJ0aWZhY3RDb2xsZWN0aW9uOjkzMjg5ODA3/version_details/v29\u001b[0m\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)\r\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20230906_175644-p47r4x0f/logs\u001b[0m\r\n" - ] - } - ], - "source": [ - "# Start the finetune model training\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " export WANDB_MODE=\"{WANDB_MODE}\" && \\\n", - " python3 lightning_trainer.py fit \\\n", - " -c \"{CONFIG_DIR}/config-mem-template.yaml\" \\\n", - " --trainer.logger.init_args.name=\"{WANDB_PREFIX} - Mem-Tune ctx-2k (train-ctx=2k, {DEEPSPEED_STRAT})\" \\\n", - " --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n", - " --trainer.devices=\"{GPU_DEVICES}\" \\\n", - " --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-mem-ctx-2k/\" \\\n", - " --model.lr_init=3e-4 \\\n", - " --model.lr_final=1e-4 \\\n", - " --data.max_token_size=2048 \\\n", - " --model.ctx_len=2048 \\\n", - " --model.bptt_learning_range=1 \\\n", - " --model.load_model=\"../model/{FILENAME_PREFIX}-mem-ctx-1k.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "fee7619e", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:57.252242Z", - "iopub.status.busy": "2023-09-06T17:56:57.251856Z", - "iopub.status.idle": "2023-09-06T17:56:59.647116Z", - "shell.execute_reply": "2023-09-06T17:56:59.646350Z" - }, - "papermill": { - "duration": 2.438386, - "end_time": "2023-09-06T17:56:59.648835", - "exception": false, - "start_time": "2023-09-06T17:56:57.210449", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2023-09-06 17:56:58,789] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 651, in \r\n", - " convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir, output_file, save_dtype=args.dtype)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 542, in convert_zero_checkpoint_to_fp32_state_dict\r\n", - " state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)\r\n", - " File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/export_checkpoint.py\", line 516, in get_fp32_state_dict_from_zero_checkpoint\r\n", - " raise ValueError(f\"Unable to find 'latest' file at {latest_path}\")\r\n", - "ValueError: Unable to find 'latest' file at ../checkpoint/v5r3-L12-D2048-E0_1-mem-ctx-2k/last.ckpt/latest\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ls: cannot access '../model/v5r3-L12-D2048-E0_1-mem-ctx-2k.pth': No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets export the model from the checkpoint\n", - "!cd \"{TRAINER_DIR}\" && \\\n", - " python3 export_checkpoint.py \\\n", - " \"../checkpoint/{FILENAME_PREFIX}-mem-ctx-2k/last.ckpt\" \\\n", - " \"../model/{FILENAME_PREFIX}-mem-ctx-2k.pth\" \"bf16\"\n", - "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-mem-ctx-2k.pth\"" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "b130c1aa", - "metadata": { - "execution": { - "iopub.execute_input": "2023-09-06T17:56:59.735399Z", - "iopub.status.busy": "2023-09-06T17:56:59.735000Z", - "iopub.status.idle": "2023-09-06T17:56:59.968400Z", - "shell.execute_reply": "2023-09-06T17:56:59.967637Z" - }, - "papermill": { - "duration": 0.276182, - "end_time": "2023-09-06T17:56:59.970059", - "exception": false, - "start_time": "2023-09-06T17:56:59.693877", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "python3: can't open file '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/../memory_script/eval_v5_memory_guided.py': [Errno 2] No such file or directory\r\n" - ] - } - ], - "source": [ - "# Lets do a quick memory test\n", - "!python3 ../memory_script/eval_v5_memory_guided.py \"{PROJECT_DIR}/model/{FILENAME_PREFIX}-mem-ctx-2k.pth\"" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "python3 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - }, - "papermill": { - "default_parameters": {}, - "duration": 29.837053, - "end_time": "2023-09-06T17:57:00.130254", - "environment_variables": {}, - "exception": null, - "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part3.ipynb", - "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/rwkv-x-exp/v5-r3-memory/L12-D2048-E1e-1-ctx4k/part3.ipynb", - "parameters": {}, - "start_time": "2023-09-06T17:56:30.293201", - "version": "2.4.0" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff 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