eval updates

compile-results.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 115,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -11,10 +11,10 @@
      "text": [
       "Defaulting to user installation because normal site-packages is not writeable\n",
       "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n",
-      "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
-      "Requirement already satisfied: numpy<2,>=1.22.4 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (1.26.1)\n",
-      "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2.8.2)\n",
       "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
+      "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2.8.2)\n",
+      "Requirement already satisfied: numpy<2,>=1.22.4 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (1.26.1)\n",
+      "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
       "Requirement already satisfied: six>=1.5 in /Library/Developer/CommandLineTools/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/site-packages (from python-dateutil>=2.8.2->pandas) (1.15.0)\n",
       "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n",
       "You should consider upgrading via the '/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
@@ -36,14 +36,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Found 3321 results.json files\n"
+      "Found 3488 results.json files\n"
      ]
     }
    ],
@@ -71,7 +71,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -156,16 +156,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Found 66 models\n",
+      "Found 73 models\n",
       "Models: \n",
-      "['mistralai/Mistral-7B-v0.1', 'mosaicml/mpt-7b-instruct', 'mosaicml/mpt-7b', 'mosaicml/mpt-7b-chat', 'bigscience/bloom-7b1', 'bigscience/bloomz-7b1-mt', 'bigscience/bloomz-7b1', 'EleutherAI/pythia-2.8b', 'EleutherAI/pythia-1.4b', 'EleutherAI/gpt-j-6b', 'EleutherAI/pythia-6.9b', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'togethercomputer/RedPajama-INCITE-7B-Base', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'facebook/opt-2.7b', 'facebook/opt-6.7b', 'facebook/opt-1.3b', 'tiiuae/falcon-7b-instruct', 'tiiuae/falcon-rw-1b', 'tiiuae/falcon-rw-7b', 'tiiuae/falcon-7b', 'huggyllama/llama-7b', 'meta-llama/Llama-2-7b-chat-hf', 'meta-llama/Llama-2-7b-hf']\n",
+      "['mistralai/Mistral-7B-v0.1', 'mosaicml/mpt-7b-instruct', 'mosaicml/mpt-7b', 'mosaicml/mpt-7b-chat', 'bigscience/bloom-7b1', 'bigscience/bloomz-7b1-mt', 'bigscience/bloomz-7b1', 'EleutherAI/pythia-2.8b', 'EleutherAI/pythia-1.4b', 'EleutherAI/gpt-j-6b', 'EleutherAI/pythia-6.9b', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-4k-test2-fix3-blink-final_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/R4-with-shuffle-rwkv-53_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/rwkv-230_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-no-shuffle-rwkv-53_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/1_0-c1-290_pth', './rwkv-x-dev/R4-1B5-With-Mask_pth', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'togethercomputer/RedPajama-INCITE-7B-Base', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'facebook/opt-2.7b', 'facebook/opt-6.7b', 'facebook/opt-1.3b', 'tiiuae/falcon-7b-instruct', 'tiiuae/falcon-rw-1b', 'tiiuae/falcon-rw-7b', 'tiiuae/falcon-7b', 'huggyllama/llama-7b', 'meta-llama/Llama-2-7b-chat-hf', 'meta-llama/Llama-2-7b-hf']\n",
       "Saved to compiled-lm-eval-results.json\n"
      ]
     }
@@ -199,7 +199,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -418,10 +418,10 @@
        "    <tr>\n",
        "      <th>23</th>\n",
        "      <td>RWKV/rwkv-5-world-1b5</td>\n",
-       "      <td>0.579636</td>\n",
-       "      <td>0.044978</td>\n",
-       "      <td>0.579636</td>\n",
-       "      <td>0.044978</td>\n",
+       "      <td>0.578909</td>\n",
+       "      <td>0.044635</td>\n",
+       "      <td>0.578909</td>\n",
+       "      <td>0.044635</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
@@ -612,7 +612,7 @@
        "20                                    allenai/OLMo-7B  0.537818   \n",
        "21  TinyLlama/TinyLlama-1.1B-intermediate-step-143...  0.529273   \n",
        "22                 TinyLlama/TinyLlama-1.1B-Chat-v1.0  0.528909   \n",
-       "23                              RWKV/rwkv-5-world-1b5  0.579636   \n",
+       "23                              RWKV/rwkv-5-world-1b5  0.578909   \n",
        "24                               RWKV/rwkv-5-world-3b  0.590000   \n",
        "25                               RWKV/rwkv-4-world-3b  0.575455   \n",
        "26                              RWKV/rwkv-4-world-1b5  0.554000   \n",
@@ -658,7 +658,7 @@
        "20        0.034147     0.537818            0.034147  \n",
        "21        0.029316     0.529273            0.029316  \n",
        "22        0.031702     0.528909            0.031702  \n",
-       "23        0.044978     0.579636            0.044978  \n",
+       "23        0.044635     0.578909            0.044635  \n",
        "24        0.057252     0.590000            0.057252  \n",
        "25        0.040977     0.575455            0.040977  \n",
        "26        0.039406     0.554000            0.039406  \n",
@@ -681,7 +681,7 @@
        "43        0.052515     0.566727            0.052515  "
       ]
      },
-     "execution_count": 119,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -758,7 +758,8 @@
     "    exGroups = [],\n",
     "\n",
     "    # Sorted\n",
-    "    sort = False\n",
+    "    sort = False,\n",
+    "    simplified = False\n",
     "):\n",
     "    table_rows = []\n",
     "\n",
@@ -810,14 +811,19 @@
     "\n",
     "                # Add the result to the row, as seperate columns for each key\n",
     "                for k, v in cleanResult.items():\n",
-    "                    row[f\"{test} ({k})\"] = v\n",
-    "\n",
     "                    if k == 'acc':\n",
     "                        acc_total += v\n",
     "                        acc_count += 1\n",
     "                    elif k == 'acc_stderr':\n",
     "                        acc_stderr_total += v\n",
     "                        acc_stderr_count += 1\n",
+    "                    \n",
+    "                    # For simplified, we only use acc and perplexity\n",
+    "                    if simplified and k not in ['acc', 'perplexity']:\n",
+    "                        continue\n",
+    "\n",
+    "                    # Save the value\n",
+    "                    row[f\"{test} ({k})\"] = v\n",
     "\n",
     "            # Add the results\n",
     "            for test, result in confSet['results'].items():\n",
@@ -831,14 +837,19 @@
     "\n",
     "                # Add the result to the row, as seperate columns for each key\n",
     "                for k, v in cleanResult.items():\n",
-    "                    row[f\"{test} ({k})\"] = v\n",
-    "\n",
     "                    if k == 'acc':\n",
     "                        acc_total += v\n",
     "                        acc_count += 1\n",
     "                    elif k == 'acc_stderr':\n",
     "                        acc_stderr_total += v\n",
     "                        acc_stderr_count += 1\n",
+    "\n",
+    "                    # For simplified, we only use acc and perplexity\n",
+    "                    if simplified and k not in ['acc', 'perplexity']:\n",
+    "                        continue\n",
+    "\n",
+    "                    # Save the value\n",
+    "                    row[f\"{test} ({k})\"] = v\n",
     "                \n",
     "            # Add the avg acc and acc_stderr\n",
     "            if acc_count > 0:\n",
@@ -871,27 +882,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "total 21848\n",
-      "-rw-r--r--@ 1 picocreator  staff   1.0M Mar  2 13:20 bf16-all-results-and-groups.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    97K Mar  2 13:20 bf16-eng-focus.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff   966K Mar  2 13:20 bf16-eng-results.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    81K Mar  2 13:20 bf16-eng-summary.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff   100K Mar  2 13:20 bf16-multilang-results.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    14K Mar  2 13:20 bf16-multilang-summary.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    97K Mar  2 13:20 bf16-sorted-eng-focus.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff   966K Mar  2 13:20 bf16-sorted-eng-results.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    81K Mar  2 13:20 bf16-sorted-eng-summary.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff    14K Mar  2 13:20 bf16-sorted-multilang-summary.csv\n",
-      "-rw-r--r--  1 picocreator  staff   5.2M Mar  2 13:20 compiled-lm-eval-results.json\n",
-      "-rw-r--r--@ 1 picocreator  staff    57K Mar  2 13:20 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
-      "-rw-r--r--@ 1 picocreator  staff   8.4K Mar  2 13:20 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
+      "total 21536\n",
+      "-rw-r--r--@ 1 picocreator  staff   1.0M Mar  7 01:16 bf16-all-results-and-groups.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    68K Mar  7 01:16 bf16-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   966K Mar  7 01:16 bf16-eng-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    81K Mar  7 01:16 bf16-eng-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   100K Mar  7 01:16 bf16-multilang-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    14K Mar  7 01:16 bf16-multilang-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    68K Mar  7 01:16 bf16-sorted-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   966K Mar  7 01:16 bf16-sorted-eng-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    81K Mar  7 01:16 bf16-sorted-eng-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    14K Mar  7 01:16 bf16-sorted-multilang-summary.csv\n",
+      "-rw-r--r--  1 picocreator  staff   5.7M Mar  7 01:16 compiled-lm-eval-results.json\n",
+      "-rw-r--r--@ 1 picocreator  staff    37K Mar  7 01:16 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    11K Mar  7 01:16 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
      ]
     }
    ],
@@ -936,7 +947,7 @@
     "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n",
     "\n",
     "# English focused subset\n",
-    "eng_focus_mixed=[\"lambada_openai\", \"lambada_standard\", \"blimp\", \"piqa\", \"copa\", \"sciq\",  \"pythia\", \"truthfulqa\", \"record\"] #\"np_open\", \"cmmlu\"\n",
+    "eng_focus_mixed=[\"lambada_openai\", \"lambada_standard\", \"blimp\", \"piqa\", \"copa\", \"sciq\", \"pythia\", \"truthfulqa\", \"record\"] #\"np_open\", \"cmmlu\"\n",
     "eng_focus_tGrps=[\"anli\", \"glue\", \"mmlu\" ]\n",
     "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n",
     "\n",
@@ -949,7 +960,7 @@
     "eng_focus_sorted.to_csv('summary/bf16-sorted-eng-focus.csv', index=False)\n",
     "\n",
     "# RWKV perf tracking\n",
-    "rwkv_eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], sort=True )\n",
+    "rwkv_eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], sort=True, simplified=True )\n",
     "rwkv_eng_focus_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-focus.csv', index=False)\n",
     "\n",
     "# # Overall results\n",

summary/bf16-all-results-and-groups.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5f82e6dbeb9f794f93fbdf37eb4aab2920d51ea99ddf0c191b6160bdbf0e932a
-size 1089316
+oid sha256:91f8ef887b06a50ffccc5b4df35e93ab32703cb8683d04cefb0dee384a590382
+size 1089354

summary/bf16-eng-focus.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2a496a2010448b94a88165cca3f0b1cd29f6ac39c11dacef834b01ec1075edce
-size 69136
+oid sha256:045d5f1627c5c4e75399d7cdad891bfab8efd60ef72f4c74eabbfc6f1b225cc4
+size 69144

summary/bf16-eng-results.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ca8dda19efd8f086becab7ae79ed3544aeaf4f1ed7700a4c3b940e6b7758b53
-size 989290
+oid sha256:6faf593c3849b156f3d55b2ad9f505290df68140719fcdef1e087c08fd755983
+size 989330

summary/bf16-eng-summary.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f1e7a268d32c6ef1fc19a9646a610671a6d9f69383196dc5c57f5ce4c068d8fa
-size 82599
+oid sha256:4f36e772632bb8265e318ecdfafe443dc04d030d7d75397f92016f4f41ac495a
+size 82608

summary/bf16-multilang-results.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:86a2d5dde168093d7ebcefaa29214f37af7f0104c9f767ad3cc67b4d7ab58544
-size 102818
+oid sha256:52fe0792e7511a6a29aa014361537a23d045b43a226366c95c8d1bec9d8f0f82
+size 102812

summary/bf16-multilang-summary.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d3621e8f642deb7c730229ed7e6fdb9b94eeecd8b9f103395ebc0c16d7a49cbe
-size 14629
+oid sha256:42aa4619a56e8dac0c3c95a90f93ff710ab583ae1c6f808100d97ebce67da3e0
+size 14625

summary/bf16-sorted-eng-focus.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f6dd11ede66a1fe35f06bf306fdf83b69a1a57b3fbc4187ef214167d1eb66e7a
-size 69136
+oid sha256:76fa743f0b198d6d9d342f9fa43c2d4a46afbc1d1c8ec07f625fac2f4df1d1e7
+size 69144

summary/bf16-sorted-eng-results.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:16e315753a1bbf00578efbe8d5bd30ec3752db24e1acbb50689997c83e84266a
-size 989290
+oid sha256:6006a3ce9c42fcce06b662084508b7a248742907fb096d71fdc5506b249eb232
+size 989330

summary/bf16-sorted-eng-summary.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e005530ebdeebba68582ff26ccf7e98cab29af62263e1b0f85dc34481772515e
-size 82599
+oid sha256:45d265f4091e200e55fe4ffaa439d58b6205ee2019bcaf84a493d39c9be749fd
+size 82608

summary/bf16-sorted-multilang-summary.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0802901c38b1859134001e85f5538c9264c83e9ca830a9c2e7b4150047304cbc
-size 14629
+oid sha256:1aac3036ed6a26344e625ba5f43ac02e7ed3f099bafa52665fbdf9fd43ebcff3
+size 14625

summary/compiled-lm-eval-results.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d0524c72d27721a62ffedf3e245d99c82a5a06447d26661f974cc9171a755da7
-size 5691298
+oid sha256:0f6b390ddc10b6043827e71479e170565f8f7c4e45b61d5d2380f4799cc1f61b
+size 5992720

summary/rwkv-x-dev-bf16-sorted-eng-focus.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:81e83fd5d87b63e687bcb5d40982e978e72ded964680757df06cc4a54621f3c6
-size 50015
+oid sha256:5bf5d54c10d9d6bd88939e57dfd8fefa7aa8f4bdacd9b3dbb76e412b3a3dee30
+size 13331

summary/rwkv-x-dev-bf16-sorted-multilang-summary.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:499e113288bf88e64c6bee8f9855191a0a323231e93ab7d1511adf039cc02b93
-size 9658
+oid sha256:2d5c318aa3df78116ce035277071e21167c9f39552a6d9ea5e75ce178ea06505
+size 11235