updated evals

compile-results.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 92,
    "metadata": {},
    "outputs": [
     {
@@ -11,9 +11,9 @@
      "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: 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: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\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",
@@ -36,14 +36,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 93,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Found 3488 results.json files\n"
+      "Found 3744 results.json files\n"
      ]
     }
    ],
@@ -71,7 +71,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 94,
    "metadata": {},
    "outputs": [
     {
@@ -156,16 +156,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 95,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Found 73 models\n",
+      "Found 82 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/r3-4k-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",
+      "['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/R4-7B-15t-With-Mask_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/R4-7B-Base-No-Mask_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/RWKV-32K-5B-RW_pth', './rwkv-x-dev/R4-7B-15t-32k-No-Mask_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-7B-Base-32k-No-Mask_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/R4-7B-15t-No-Mask_pth', './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/R4-7B-Base-With-Mask_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/R4-7B-15t-extd-e3_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/R4-7B-15t-extd-e2_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": 18,
+   "execution_count": 96,
    "metadata": {},
    "outputs": [
     {
@@ -681,7 +681,7 @@
        "43        0.052515     0.566727            0.052515  "
       ]
      },
-     "execution_count": 18,
+     "execution_count": 96,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -882,27 +882,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 97,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "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"
+      "total 24744\n",
+      "-rw-r--r--@ 1 picocreator  staff   1.0M Mar  8 19:05 bf16-all-results-and-groups.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   267K Mar  8 19:05 bf16-all-simplified-results-and-groups.csv\n",
+      "-rw-r--r--  1 picocreator  staff   267K Mar  8 19:05 bf16-all-sorted-results-and-groups.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    67K Mar  8 19:05 bf16-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   966K Mar  8 19:05 bf16-eng-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    81K Mar  8 19:05 bf16-eng-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   100K Mar  8 19:05 bf16-multilang-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    14K Mar  8 19:05 bf16-multilang-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    67K Mar  8 19:05 bf16-sorted-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff   966K Mar  8 19:05 bf16-sorted-eng-results.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    81K Mar  8 19:05 bf16-sorted-eng-summary.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    14K Mar  8 19:05 bf16-sorted-multilang-summary.csv\n",
+      "-rw-r--r--  1 picocreator  staff   6.3M Mar  8 19:05 compiled-lm-eval-results.json\n",
+      "-rw-r--r--@ 1 picocreator  staff    17K Mar  8 19:05 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
+      "-rw-r--r--@ 1 picocreator  staff    14K Mar  8 19:05 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
      ]
     }
    ],
@@ -917,6 +919,12 @@
     "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"] )\n",
     "all_results.to_csv('summary/bf16-all-results-and-groups.csv', index=False)\n",
     "\n",
+    "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], simplified=True )\n",
+    "all_results.to_csv('summary/bf16-all-simplified-results-and-groups.csv', index=False)\n",
+    "\n",
+    "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], simplified=True, sort=True )\n",
+    "all_results.to_csv('summary/bf16-all-sorted-results-and-groups.csv', index=False)\n",
+    "\n",
     "# Multilang results\n",
     "multiLang_tTest = [\"xcopa_*\", \"xnli_*\", \"xstorycloze_*\", \"xwinograd_*\", \"lambada_openai_*\",     \"pawsx_*\"]\n",
     "multiLang_tGrps = [\"xcopa\",   \"xnli\",   \"xstorycloze\",   \"xwinograd\",   \"lambada_multilingual\", \"pawsx\"]\n",
@@ -947,7 +955,7 @@
     "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\"] #\"np_open\", \"cmmlu\", \"record\"\n",
     "eng_focus_tGrps=[\"anli\", \"glue\", \"mmlu\" ]\n",
     "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n",
     "\n",
@@ -960,9 +968,13 @@
     "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, simplified=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/*\", \"meta-llama/Llama-2-7b*\", \"mistralai/Mistral-7B-v0.1\"], sort=True, simplified=True )\n",
     "rwkv_eng_focus_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-focus.csv', index=False)\n",
     "\n",
+    "# RWKV perf tracking\n",
+    "rwkv_eng_all_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\", \"meta-llama/Llama-2-7b*\", \"mistralai/Mistral-7B-v0.1\"], sort=True, simplified=True )\n",
+    "rwkv_eng_all_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-all.csv', index=False)\n",
+    "\n",
     "# # Overall results\n",
     "# rwkv_all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], exModels=[], sort=True )\n",
     "# rwkv_all_results.to_csv('summary/rwkv-x-dev-bf16-all-results-and-groups.csv', index=False)\n",

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