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Delete trainer-v4-unit-test
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trainer-v4-unit-test/L6-D512-neox-init.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d3d06f5cb8762098d57586d37f251cecb27464dfe16955f2c0a9da4781f1ed17
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size 143968613
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trainer-v4-unit-test/trainer-v4-unit-test/model-init.ipynb
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{
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"id": "f8d0f2a8",
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"metadata": {
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"papermill": {
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"duration": 0.001857,
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"end_time": "2023-08-23T10:30:31.380683",
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},
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"tags": []
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},
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"source": [
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"# Model Init\n",
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"\n",
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"Test that the model init code, runs without issues\n",
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"\n",
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"**L6-D512 model with**\n",
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"- Layer count: 6\n",
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"- Embed size: 512"
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]
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"id": "5877c2a8",
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"metadata": {
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"notebookRunGroups": {
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"groupValue": ""
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"duration": 0.001252,
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"end_time": "2023-08-23T10:30:31.383486",
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"exception": false,
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"start_time": "2023-08-23T10:30:31.382234",
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"status": "completed"
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},
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"tags": []
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},
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"source": [
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"## Preparing the init model and test dataset"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "a6979aad",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2023-08-23T10:30:31.389495Z",
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"iopub.status.busy": "2023-08-23T10:30:31.388151Z",
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"iopub.status.idle": "2023-08-23T10:30:32.146278Z",
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"shell.execute_reply": "2023-08-23T10:30:32.144823Z"
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},
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"papermill": {
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"duration": 0.76389,
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"end_time": "2023-08-23T10:30:32.148710",
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"exception": false,
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"start_time": "2023-08-23T10:30:31.384820",
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"status": "completed"
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},
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"tags": []
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},
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"outputs": [],
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"source": [
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"# First lets setup the various directories\n",
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"!mkdir -p ../../model/\n",
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"!mkdir -p ../../datapath/\n",
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"!mkdir -p ../../checkpoint/"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "831f03fd",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2023-08-23T10:30:32.155121Z",
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"iopub.status.busy": "2023-08-23T10:30:32.153892Z",
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"iopub.status.idle": "2023-08-23T10:30:41.918539Z",
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},
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"duration": 9.770776,
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"end_time": "2023-08-23T10:30:41.921168",
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"exception": false,
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"start_time": "2023-08-23T10:30:32.150392",
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"status": "completed"
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},
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"tags": []
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[2023-08-23 10:30:36,724] [INFO] [real_accelerator.py:133:get_accelerator] Setting ds_accelerator to cuda (auto detect)\r\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
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"---- Initializing model ----\r\n",
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"No of layers: 6\r\n",
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"Embedding size: 512\r\n",
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"Output model path: ../model/L6-D512-neox-init.pth\r\n",
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"Vocab size: 50277\r\n",
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"Note: this process takes a significant time (and ram) for large models\r\n",
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"---- ----- ----\r\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...\r\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Detected CUDA files, patching ldflags\r\n",
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"Emitting ninja build file /root/.cache/torch_extensions/py310_cu118/wkv_1_bf16/build.ninja...\r\n",
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"Building extension module wkv_1_bf16...\r\n",
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"Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"ninja: no work to do.\r\n",
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"Loading extension module wkv_1_bf16...\r\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[RWKV.model]: Finished initial model load\r\n",
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"50277 512 -0.0001 emb.weight\r\n"
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]
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},
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"text": [
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"512 512 0 blocks.0.att.key.weight\r\n",
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"512 512 0 blocks.0.att.output.weight\r\n",
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"2048 512 1.0 blocks.0.ffn.key.weight\r\n"
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"source": [
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"# Lets initialized the L6-D512 model with the init_model.py code\n",
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"!cd ../../RWKV-v4neo/ && python3 init_model.py --n_layer 6 --n_embd 512 --vocab_size neox ../model/L6-D512-neox-init.pth"
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"input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/trainer-v4-unit-test/model-init.ipynb",
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"output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/trainer-v4-unit-test/model-init.ipynb",
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"parameters": {},
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