picocreator commited on
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3adcbdf
1 Parent(s): 0b0b8da

more evals

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  1. compile-results.ipynb +25 -25
  2. lm-eval-output/RWKV/rwkv-5-world-1b5/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +5 -5
  3. lm-eval-output/RWKV/rwkv-5-world-1b5/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  4. lm-eval-output/RWKV/rwkv-5-world-1b5/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +9 -9
  5. lm-eval-output/RWKV/rwkv-5-world-1b5/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  6. lm-eval-output/RWKV/rwkv-5-world-1b5/blimp/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +71 -71
  7. lm-eval-output/RWKV/rwkv-5-world-1b5/blimp/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  8. lm-eval-output/RWKV/rwkv-5-world-1b5/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +93 -93
  9. lm-eval-output/RWKV/rwkv-5-world-1b5/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  10. lm-eval-output/RWKV/rwkv-5-world-1b5/copa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +2 -2
  11. lm-eval-output/RWKV/rwkv-5-world-1b5/copa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  12. lm-eval-output/RWKV/rwkv-5-world-1b5/glue/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +28 -28
  13. lm-eval-output/RWKV/rwkv-5-world-1b5/glue/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  14. lm-eval-output/RWKV/rwkv-5-world-1b5/hellaswag/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +4 -4
  15. lm-eval-output/RWKV/rwkv-5-world-1b5/hellaswag/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  16. lm-eval-output/RWKV/rwkv-5-world-1b5/lambada/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +10 -10
  17. lm-eval-output/RWKV/rwkv-5-world-1b5/lambada/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  18. lm-eval-output/RWKV/rwkv-5-world-1b5/lambada_multilingual/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +19 -19
  19. lm-eval-output/RWKV/rwkv-5-world-1b5/lambada_multilingual/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  20. lm-eval-output/RWKV/rwkv-5-world-1b5/logiqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  21. lm-eval-output/RWKV/rwkv-5-world-1b5/logiqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  22. lm-eval-output/RWKV/rwkv-5-world-1b5/mmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +47 -47
  23. lm-eval-output/RWKV/rwkv-5-world-1b5/mmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  24. lm-eval-output/RWKV/rwkv-5-world-1b5/nq_open/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  25. lm-eval-output/RWKV/rwkv-5-world-1b5/nq_open/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  26. lm-eval-output/RWKV/rwkv-5-world-1b5/openbookqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +5 -5
  27. lm-eval-output/RWKV/rwkv-5-world-1b5/openbookqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  28. lm-eval-output/RWKV/rwkv-5-world-1b5/pawsx/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +14 -14
  29. lm-eval-output/RWKV/rwkv-5-world-1b5/pawsx/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  30. lm-eval-output/RWKV/rwkv-5-world-1b5/piqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +5 -5
  31. lm-eval-output/RWKV/rwkv-5-world-1b5/piqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  32. lm-eval-output/RWKV/rwkv-5-world-1b5/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +150 -150
  33. lm-eval-output/RWKV/rwkv-5-world-1b5/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  34. lm-eval-output/RWKV/rwkv-5-world-1b5/record/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  35. lm-eval-output/RWKV/rwkv-5-world-1b5/record/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  36. lm-eval-output/RWKV/rwkv-5-world-1b5/sciq/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +4 -4
  37. lm-eval-output/RWKV/rwkv-5-world-1b5/sciq/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  38. lm-eval-output/RWKV/rwkv-5-world-1b5/truthfulqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +80 -80
  39. lm-eval-output/RWKV/rwkv-5-world-1b5/truthfulqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  40. lm-eval-output/RWKV/rwkv-5-world-1b5/winogrande/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  41. lm-eval-output/RWKV/rwkv-5-world-1b5/winogrande/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  42. lm-eval-output/RWKV/rwkv-5-world-1b5/xcopa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +35 -35
  43. lm-eval-output/RWKV/rwkv-5-world-1b5/xcopa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  44. lm-eval-output/RWKV/rwkv-5-world-1b5/xnli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +25 -25
  45. lm-eval-output/RWKV/rwkv-5-world-1b5/xnli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  46. lm-eval-output/RWKV/rwkv-5-world-1b5/xstorycloze/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +12 -12
  47. lm-eval-output/RWKV/rwkv-5-world-1b5/xstorycloze/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  48. lm-eval-output/RWKV/rwkv-5-world-1b5/xwinograd/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +14 -14
  49. lm-eval-output/RWKV/rwkv-5-world-1b5/xwinograd/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  50. lm-eval-output/rwkv-x-dev/1_0-c1-290/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +132 -0
compile-results.ipynb CHANGED
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  "cells": [
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- "execution_count": 103,
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  "text": [
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  "Defaulting to user installation because normal site-packages is not writeable\n",
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  "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n",
 
 
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  "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",
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  "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
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- "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",
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- "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
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  "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",
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  "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n",
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  "You should consider upgrading via the '/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
@@ -36,7 +36,7 @@
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@@ -681,7 +681,7 @@
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  "43 0.052515 0.566727 0.052515 "
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  ]
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- "execution_count": 107,
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  "metadata": {},
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  "output_type": "execute_result"
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@@ -871,27 +871,27 @@
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  {
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  "metadata": {},
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  "outputs": [
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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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- "total 21544\n",
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- "-rw-r--r--@ 1 picocreator staff 1.0M Mar 2 10:30 bf16-all-results-and-groups.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 64K Mar 2 10:30 bf16-eng-focus.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 966K Mar 2 10:30 bf16-eng-results.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 81K Mar 2 10:30 bf16-eng-summary.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 100K Mar 2 10:30 bf16-multilang-results.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 14K Mar 2 10:30 bf16-multilang-summary.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 64K Mar 2 10:30 bf16-sorted-eng-focus.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 966K Mar 2 10:30 bf16-sorted-eng-results.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 81K Mar 2 10:30 bf16-sorted-eng-summary.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 14K Mar 2 10:30 bf16-sorted-multilang-summary.csv\n",
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- "-rw-r--r-- 1 picocreator staff 5.2M Mar 2 10:30 compiled-lm-eval-results.json\n",
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- "-rw-r--r--@ 1 picocreator staff 42K Mar 2 10:30 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 8.4K Mar 2 10:30 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
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  ]
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  }
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  ],
@@ -936,8 +936,8 @@
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  "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n",
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  "\n",
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  "# English focused subset\n",
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- "eng_focus_mixed=[\"lambda_*\", \"blimp\", \"piqa\", \"copa\", \"sciq\", \"pythia\", \"truthfulqa\", \"record\"] #\"np_open\", \"cmmlu\"\n",
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- "eng_focus_tGrps=[\"anli\", \"glue\", \"lambada\", \"mmlu\" ]\n",
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  "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n",
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  "\n",
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  "eng_focus_tGrps = eng_focus_tGrps + eng_focus_mixed\n",
 
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  "text": [
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  "Defaulting to user installation because normal site-packages is not writeable\n",
13
  "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n",
14
+ "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
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+ "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",
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  "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",
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  "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
 
 
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  "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",
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  "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n",
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  "You should consider upgrading via the '/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
 
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  "cell_type": "code",
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+ "execution_count": 116,
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  "metadata": {},
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  "outputs": [
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  "43 0.052515 0.566727 0.052515 "
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  "metadata": {},
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  "output_type": "execute_result"
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  "metadata": {},
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  "outputs": [
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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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+ "total 21848\n",
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+ "-rw-r--r--@ 1 picocreator staff 1.0M Mar 2 13:20 bf16-all-results-and-groups.csv\n",
883
+ "-rw-r--r--@ 1 picocreator staff 97K Mar 2 13:20 bf16-eng-focus.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 966K Mar 2 13:20 bf16-eng-results.csv\n",
885
+ "-rw-r--r--@ 1 picocreator staff 81K Mar 2 13:20 bf16-eng-summary.csv\n",
886
+ "-rw-r--r--@ 1 picocreator staff 100K Mar 2 13:20 bf16-multilang-results.csv\n",
887
+ "-rw-r--r--@ 1 picocreator staff 14K Mar 2 13:20 bf16-multilang-summary.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 97K Mar 2 13:20 bf16-sorted-eng-focus.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 966K Mar 2 13:20 bf16-sorted-eng-results.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 81K Mar 2 13:20 bf16-sorted-eng-summary.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 14K Mar 2 13:20 bf16-sorted-multilang-summary.csv\n",
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+ "-rw-r--r-- 1 picocreator staff 5.2M Mar 2 13:20 compiled-lm-eval-results.json\n",
893
+ "-rw-r--r--@ 1 picocreator staff 57K Mar 2 13:20 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
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+ "-rw-r--r--@ 1 picocreator staff 8.4K Mar 2 13:20 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
895
  ]
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  }
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  ],
 
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  "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n",
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  "\n",
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  "# English focused subset\n",
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+ "eng_focus_mixed=[\"lambada_openai\", \"lambada_standard\", \"blimp\", \"piqa\", \"copa\", \"sciq\", \"pythia\", \"truthfulqa\", \"record\"] #\"np_open\", \"cmmlu\"\n",
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+ "eng_focus_tGrps=[\"anli\", \"glue\", \"mmlu\" ]\n",
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  "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n",
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  "\n",
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  "eng_focus_tGrps = eng_focus_tGrps + eng_focus_mixed\n",
lm-eval-output/RWKV/rwkv-5-world-1b5/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json CHANGED
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239
  "alias": " - cmmlu_ethnology"
240
  },
241
  "cmmlu_food_science": {
242
  "acc,none": 0.26573426573426573,
243
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244
  "acc_norm,none": 0.26573426573426573,
245
- "acc_norm_stderr,none": 0.0370686046262356,
246
  "alias": " - cmmlu_food_science"
247
  },
248
  "cmmlu_genetics": {
@@ -254,16 +254,16 @@
254
  },
255
  "cmmlu_global_facts": {
256
  "acc,none": 0.2348993288590604,
257
- "acc_stderr,none": 0.03484731504650187,
258
  "acc_norm,none": 0.2348993288590604,
259
- "acc_norm_stderr,none": 0.03484731504650187,
260
  "alias": " - cmmlu_global_facts"
261
  },
262
  "cmmlu_high_school_biology": {
263
  "acc,none": 0.23668639053254437,
264
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265
  "acc_norm,none": 0.23668639053254437,
266
- "acc_norm_stderr,none": 0.0327931779226895,
267
  "alias": " - cmmlu_high_school_biology"
268
  },
269
  "cmmlu_high_school_chemistry": {
@@ -275,16 +275,16 @@
275
  },
276
  "cmmlu_high_school_geography": {
277
  "acc,none": 0.2457627118644068,
278
- "acc_stderr,none": 0.03980329854920433,
279
  "acc_norm,none": 0.2457627118644068,
280
- "acc_norm_stderr,none": 0.03980329854920433,
281
  "alias": " - cmmlu_high_school_geography"
282
  },
283
  "cmmlu_high_school_mathematics": {
284
  "acc,none": 0.23170731707317074,
285
- "acc_stderr,none": 0.03304756158810786,
286
  "acc_norm,none": 0.23170731707317074,
287
- "acc_norm_stderr,none": 0.03304756158810786,
288
  "alias": " - cmmlu_high_school_mathematics"
289
  },
290
  "cmmlu_high_school_physics": {
@@ -296,30 +296,30 @@
296
  },
297
  "cmmlu_high_school_politics": {
298
  "acc,none": 0.23076923076923078,
299
- "acc_stderr,none": 0.0353568122905324,
300
  "acc_norm,none": 0.23076923076923078,
301
- "acc_norm_stderr,none": 0.0353568122905324,
302
  "alias": " - cmmlu_high_school_politics"
303
  },
304
  "cmmlu_human_sexuality": {
305
  "acc,none": 0.23809523809523808,
306
- "acc_stderr,none": 0.038095238095238106,
307
  "acc_norm,none": 0.23809523809523808,
308
- "acc_norm_stderr,none": 0.038095238095238106,
309
  "alias": " - cmmlu_human_sexuality"
310
  },
311
  "cmmlu_international_law": {
312
  "acc,none": 0.24864864864864866,
313
- "acc_stderr,none": 0.03186439492581517,
314
  "acc_norm,none": 0.24864864864864866,
315
- "acc_norm_stderr,none": 0.03186439492581517,
316
  "alias": " - cmmlu_international_law"
317
  },
318
  "cmmlu_journalism": {
319
  "acc,none": 0.23255813953488372,
320
- "acc_stderr,none": 0.032306540832034485,
321
  "acc_norm,none": 0.23255813953488372,
322
- "acc_norm_stderr,none": 0.032306540832034485,
323
  "alias": " - cmmlu_journalism"
324
  },
325
  "cmmlu_jurisprudence": {
@@ -331,44 +331,44 @@
331
  },
332
  "cmmlu_legal_and_moral_basis": {
333
  "acc,none": 0.24766355140186916,
334
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335
  "acc_norm,none": 0.24766355140186916,
336
- "acc_norm_stderr,none": 0.029576535293164487,
337
  "alias": " - cmmlu_legal_and_moral_basis"
338
  },
339
  "cmmlu_logical": {
340
  "acc,none": 0.21951219512195122,
341
- "acc_stderr,none": 0.0374742087608476,
342
  "acc_norm,none": 0.21951219512195122,
343
- "acc_norm_stderr,none": 0.0374742087608476,
344
  "alias": " - cmmlu_logical"
345
  },
346
  "cmmlu_machine_learning": {
347
  "acc,none": 0.2459016393442623,
348
- "acc_stderr,none": 0.039147319035957334,
349
  "acc_norm,none": 0.2459016393442623,
350
- "acc_norm_stderr,none": 0.039147319035957334,
351
  "alias": " - cmmlu_machine_learning"
352
  },
353
  "cmmlu_management": {
354
  "acc,none": 0.24285714285714285,
355
- "acc_stderr,none": 0.02966137041396583,
356
  "acc_norm,none": 0.24285714285714285,
357
- "acc_norm_stderr,none": 0.02966137041396583,
358
  "alias": " - cmmlu_management"
359
  },
360
  "cmmlu_marketing": {
361
  "acc,none": 0.26666666666666666,
362
- "acc_stderr,none": 0.03305282343736874,
363
  "acc_norm,none": 0.26666666666666666,
364
- "acc_norm_stderr,none": 0.03305282343736874,
365
  "alias": " - cmmlu_marketing"
366
  },
367
  "cmmlu_marxist_theory": {
368
  "acc,none": 0.25925925925925924,
369
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370
  "acc_norm,none": 0.25925925925925924,
371
- "acc_norm_stderr,none": 0.03196107138009968,
372
  "alias": " - cmmlu_marxist_theory"
373
  },
374
  "cmmlu_modern_chinese": {
@@ -380,16 +380,16 @@
380
  },
381
  "cmmlu_nutrition": {
382
  "acc,none": 0.2896551724137931,
383
- "acc_stderr,none": 0.03780019230438015,
384
  "acc_norm,none": 0.2896551724137931,
385
- "acc_norm_stderr,none": 0.03780019230438015,
386
  "alias": " - cmmlu_nutrition"
387
  },
388
  "cmmlu_philosophy": {
389
  "acc,none": 0.20952380952380953,
390
- "acc_stderr,none": 0.03990657150993187,
391
  "acc_norm,none": 0.20952380952380953,
392
- "acc_norm_stderr,none": 0.03990657150993187,
393
  "alias": " - cmmlu_philosophy"
394
  },
395
  "cmmlu_professional_accounting": {
@@ -401,16 +401,16 @@
401
  },
402
  "cmmlu_professional_law": {
403
  "acc,none": 0.2559241706161137,
404
- "acc_stderr,none": 0.03011304016776725,
405
  "acc_norm,none": 0.2559241706161137,
406
- "acc_norm_stderr,none": 0.03011304016776725,
407
  "alias": " - cmmlu_professional_law"
408
  },
409
  "cmmlu_professional_medicine": {
410
  "acc,none": 0.23670212765957446,
411
- "acc_stderr,none": 0.02194989630475158,
412
  "acc_norm,none": 0.23670212765957446,
413
- "acc_norm_stderr,none": 0.02194989630475158,
414
  "alias": " - cmmlu_professional_medicine"
415
  },
416
  "cmmlu_professional_psychology": {
@@ -436,16 +436,16 @@
436
  },
437
  "cmmlu_sociology": {
438
  "acc,none": 0.252212389380531,
439
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440
  "acc_norm,none": 0.252212389380531,
441
- "acc_norm_stderr,none": 0.028952167450890815,
442
  "alias": " - cmmlu_sociology"
443
  },
444
  "cmmlu_sports_science": {
445
  "acc,none": 0.26666666666666666,
446
- "acc_stderr,none": 0.03453131801885417,
447
  "acc_norm,none": 0.26666666666666666,
448
- "acc_norm_stderr,none": 0.03453131801885417,
449
  "alias": " - cmmlu_sports_science"
450
  },
451
  "cmmlu_traditional_chinese_medicine": {
@@ -471,18 +471,18 @@
471
  },
472
  "cmmlu_world_religions": {
473
  "acc,none": 0.2125,
474
- "acc_stderr,none": 0.03244189290245474,
475
  "acc_norm,none": 0.2125,
476
- "acc_norm_stderr,none": 0.03244189290245474,
477
  "alias": " - cmmlu_world_religions"
478
  }
479
  },
480
  "groups": {
481
  "cmmlu": {
482
  "acc,none": 0.24969780694180624,
483
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484
  "acc_norm,none": 0.24969780694180624,
485
- "acc_norm_stderr,none": 0.03810581351954912,
486
  "alias": "cmmlu"
487
  }
488
  },
@@ -3321,5 +3321,5 @@
3321
  "bootstrap_iters": 100000,
3322
  "gen_kwargs": null
3323
  },
3324
- "git_hash": "71d574c"
3325
  }
 
2
  "results": {
3
  "cmmlu": {
4
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5
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6
  "acc_norm,none": 0.24969780694180624,
7
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8
  "alias": "cmmlu"
9
  },
10
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11
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12
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13
  "acc_norm,none": 0.21893491124260356,
14
+ "acc_norm_stderr,none": 0.03190409884491232,
15
  "alias": " - cmmlu_agronomy"
16
  },
17
  "cmmlu_anatomy": {
18
  "acc,none": 0.24324324324324326,
19
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20
  "acc_norm,none": 0.24324324324324326,
21
+ "acc_norm_stderr,none": 0.0353866849031339,
22
  "alias": " - cmmlu_anatomy"
23
  },
24
  "cmmlu_ancient_chinese": {
25
  "acc,none": 0.27439024390243905,
26
+ "acc_stderr,none": 0.03494959016177541,
27
  "acc_norm,none": 0.27439024390243905,
28
+ "acc_norm_stderr,none": 0.03494959016177541,
29
  "alias": " - cmmlu_ancient_chinese"
30
  },
31
  "cmmlu_arts": {
32
  "acc,none": 0.25625,
33
+ "acc_stderr,none": 0.03462157845865141,
34
  "acc_norm,none": 0.25625,
35
+ "acc_norm_stderr,none": 0.03462157845865141,
36
  "alias": " - cmmlu_arts"
37
  },
38
  "cmmlu_astronomy": {
39
  "acc,none": 0.24242424242424243,
40
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41
  "acc_norm,none": 0.24242424242424243,
42
+ "acc_norm_stderr,none": 0.033464098810559534,
43
  "alias": " - cmmlu_astronomy"
44
  },
45
  "cmmlu_business_ethics": {
46
  "acc,none": 0.22009569377990432,
47
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48
  "acc_norm,none": 0.22009569377990432,
49
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50
  "alias": " - cmmlu_business_ethics"
51
  },
52
  "cmmlu_chinese_civil_service_exam": {
 
58
  },
59
  "cmmlu_chinese_driving_rule": {
60
  "acc,none": 0.2748091603053435,
61
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62
  "acc_norm,none": 0.2748091603053435,
63
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64
  "alias": " - cmmlu_chinese_driving_rule"
65
  },
66
  "cmmlu_chinese_food_culture": {
 
72
  },
73
  "cmmlu_chinese_foreign_policy": {
74
  "acc,none": 0.2336448598130841,
75
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76
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77
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78
  "alias": " - cmmlu_chinese_foreign_policy"
79
  },
80
  "cmmlu_chinese_history": {
81
  "acc,none": 0.24458204334365324,
82
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83
  "acc_norm,none": 0.24458204334365324,
84
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85
  "alias": " - cmmlu_chinese_history"
86
  },
87
  "cmmlu_chinese_literature": {
 
93
  },
94
  "cmmlu_chinese_teacher_qualification": {
95
  "acc,none": 0.2122905027932961,
96
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97
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98
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99
  "alias": " - cmmlu_chinese_teacher_qualification"
100
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101
  "cmmlu_clinical_knowledge": {
102
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103
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104
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105
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106
  "alias": " - cmmlu_clinical_knowledge"
107
  },
108
  "cmmlu_college_actuarial_science": {
109
  "acc,none": 0.22641509433962265,
110
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111
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112
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113
  "alias": " - cmmlu_college_actuarial_science"
114
  },
115
  "cmmlu_college_education": {
 
121
  },
122
  "cmmlu_college_engineering_hydrology": {
123
  "acc,none": 0.2641509433962264,
124
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125
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126
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127
  "alias": " - cmmlu_college_engineering_hydrology"
128
  },
129
  "cmmlu_college_law": {
 
142
  },
143
  "cmmlu_college_medical_statistics": {
144
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145
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146
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147
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148
  "alias": " - cmmlu_college_medical_statistics"
149
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150
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151
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152
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153
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154
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155
  "alias": " - cmmlu_college_medicine"
156
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157
  "cmmlu_computer_science": {
 
177
  },
178
  "cmmlu_construction_project_management": {
179
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180
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181
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182
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183
  "alias": " - cmmlu_construction_project_management"
184
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185
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186
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187
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188
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189
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190
  "alias": " - cmmlu_economics"
191
  },
192
  "cmmlu_education": {
 
198
  },
199
  "cmmlu_electrical_engineering": {
200
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201
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202
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203
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204
  "alias": " - cmmlu_electrical_engineering"
205
  },
206
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207
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208
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209
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210
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211
  "alias": " - cmmlu_elementary_chinese"
212
  },
213
  "cmmlu_elementary_commonsense": {
214
  "acc,none": 0.23232323232323232,
215
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216
  "acc_norm,none": 0.23232323232323232,
217
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218
  "alias": " - cmmlu_elementary_commonsense"
219
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220
  "cmmlu_elementary_information_and_technology": {
 
226
  },
227
  "cmmlu_elementary_mathematics": {
228
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229
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230
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231
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232
  "alias": " - cmmlu_elementary_mathematics"
233
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234
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235
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236
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237
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238
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239
  "alias": " - cmmlu_ethnology"
240
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241
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242
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243
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244
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245
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246
  "alias": " - cmmlu_food_science"
247
  },
248
  "cmmlu_genetics": {
 
254
  },
255
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256
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257
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258
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259
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260
  "alias": " - cmmlu_global_facts"
261
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262
  "cmmlu_high_school_biology": {
263
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264
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265
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266
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267
  "alias": " - cmmlu_high_school_biology"
268
  },
269
  "cmmlu_high_school_chemistry": {
 
275
  },
276
  "cmmlu_high_school_geography": {
277
  "acc,none": 0.2457627118644068,
278
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279
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280
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281
  "alias": " - cmmlu_high_school_geography"
282
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283
  "cmmlu_high_school_mathematics": {
284
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285
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286
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287
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288
  "alias": " - cmmlu_high_school_mathematics"
289
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290
  "cmmlu_high_school_physics": {
 
296
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297
  "cmmlu_high_school_politics": {
298
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299
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300
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301
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302
  "alias": " - cmmlu_high_school_politics"
303
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304
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305
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306
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307
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308
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309
  "alias": " - cmmlu_human_sexuality"
310
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311
  "cmmlu_international_law": {
312
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313
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314
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315
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316
  "alias": " - cmmlu_international_law"
317
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318
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319
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320
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- "acc_stderr,none": 0.009449248027662744,
47
  "alias": " - blimp_adjunct_island"
48
  },
49
  "blimp_anaphor_gender_agreement": {
50
  "acc,none": 0.992,
51
- "acc_stderr,none": 0.0028185003005045052,
52
  "alias": " - blimp_anaphor_gender_agreement"
53
  },
54
  "blimp_anaphor_number_agreement": {
55
  "acc,none": 0.995,
56
- "acc_stderr,none": 0.002231586874844882,
57
  "alias": " - blimp_anaphor_number_agreement"
58
  },
59
  "blimp_animate_subject_passive": {
60
  "acc,none": 0.804,
61
- "acc_stderr,none": 0.012559527926707365,
62
  "alias": " - blimp_animate_subject_passive"
63
  },
64
  "blimp_animate_subject_trans": {
@@ -68,7 +68,7 @@
68
  },
69
  "blimp_causative": {
70
  "acc,none": 0.781,
71
- "acc_stderr,none": 0.013084731950262007,
72
  "alias": " - blimp_causative"
73
  },
74
  "blimp_complex_NP_island": {
@@ -78,127 +78,127 @@
78
  },
79
  "blimp_coordinate_structure_constraint_complex_left_branch": {
80
  "acc,none": 0.744,
81
- "acc_stderr,none": 0.013807775152234187,
82
  "alias": " - blimp_coordinate_structure_constraint_complex_left_branch"
83
  },
84
  "blimp_coordinate_structure_constraint_object_extraction": {
85
  "acc,none": 0.848,
86
- "acc_stderr,none": 0.011358918303475279,
87
  "alias": " - blimp_coordinate_structure_constraint_object_extraction"
88
  },
89
  "blimp_determiner_noun_agreement_1": {
90
  "acc,none": 0.998,
91
- "acc_stderr,none": 0.0014135055705578208,
92
  "alias": " - blimp_determiner_noun_agreement_1"
93
  },
94
  "blimp_determiner_noun_agreement_2": {
95
  "acc,none": 0.991,
96
- "acc_stderr,none": 0.0029879638431426704,
97
  "alias": " - blimp_determiner_noun_agreement_2"
98
  },
99
  "blimp_determiner_noun_agreement_irregular_1": {
100
  "acc,none": 0.961,
101
- "acc_stderr,none": 0.006125072776426103,
102
  "alias": " - blimp_determiner_noun_agreement_irregular_1"
103
  },
104
  "blimp_determiner_noun_agreement_irregular_2": {
105
  "acc,none": 0.956,
106
- "acc_stderr,none": 0.0064889217984274205,
107
  "alias": " - blimp_determiner_noun_agreement_irregular_2"
108
  },
109
  "blimp_determiner_noun_agreement_with_adj_2": {
110
  "acc,none": 0.964,
111
- "acc_stderr,none": 0.0058939578161655804,
112
  "alias": " - blimp_determiner_noun_agreement_with_adj_2"
113
  },
114
  "blimp_determiner_noun_agreement_with_adj_irregular_1": {
115
  "acc,none": 0.939,
116
- "acc_stderr,none": 0.007572076091557422,
117
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_1"
118
  },
119
  "blimp_determiner_noun_agreement_with_adj_irregular_2": {
120
  "acc,none": 0.921,
121
- "acc_stderr,none": 0.008534156773333464,
122
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_2"
123
  },
124
  "blimp_determiner_noun_agreement_with_adjective_1": {
125
  "acc,none": 0.981,
126
- "acc_stderr,none": 0.004319451082910623,
127
  "alias": " - blimp_determiner_noun_agreement_with_adjective_1"
128
  },
129
  "blimp_distractor_agreement_relational_noun": {
130
  "acc,none": 0.887,
131
- "acc_stderr,none": 0.010016552866696832,
132
  "alias": " - blimp_distractor_agreement_relational_noun"
133
  },
134
  "blimp_distractor_agreement_relative_clause": {
135
- "acc,none": 0.795,
136
- "acc_stderr,none": 0.012772554096113123,
137
  "alias": " - blimp_distractor_agreement_relative_clause"
138
  },
139
  "blimp_drop_argument": {
140
  "acc,none": 0.804,
141
- "acc_stderr,none": 0.012559527926707392,
142
  "alias": " - blimp_drop_argument"
143
  },
144
  "blimp_ellipsis_n_bar_1": {
145
  "acc,none": 0.86,
146
- "acc_stderr,none": 0.010978183844357808,
147
  "alias": " - blimp_ellipsis_n_bar_1"
148
  },
149
  "blimp_ellipsis_n_bar_2": {
150
  "acc,none": 0.885,
151
- "acc_stderr,none": 0.010093407594904636,
152
  "alias": " - blimp_ellipsis_n_bar_2"
153
  },
154
  "blimp_existential_there_object_raising": {
155
  "acc,none": 0.842,
156
- "acc_stderr,none": 0.011539894677559562,
157
  "alias": " - blimp_existential_there_object_raising"
158
  },
159
  "blimp_existential_there_quantifiers_1": {
160
  "acc,none": 0.99,
161
- "acc_stderr,none": 0.0031480009386767645,
162
  "alias": " - blimp_existential_there_quantifiers_1"
163
  },
164
  "blimp_existential_there_quantifiers_2": {
165
  "acc,none": 0.274,
166
- "acc_stderr,none": 0.014111099288259588,
167
  "alias": " - blimp_existential_there_quantifiers_2"
168
  },
169
  "blimp_existential_there_subject_raising": {
170
  "acc,none": 0.931,
171
- "acc_stderr,none": 0.008018934050315151,
172
  "alias": " - blimp_existential_there_subject_raising"
173
  },
174
  "blimp_expletive_it_object_raising": {
175
  "acc,none": 0.827,
176
- "acc_stderr,none": 0.011967214137559924,
177
  "alias": " - blimp_expletive_it_object_raising"
178
  },
179
  "blimp_inchoative": {
180
- "acc,none": 0.699,
181
- "acc_stderr,none": 0.014512395033543155,
182
  "alias": " - blimp_inchoative"
183
  },
184
  "blimp_intransitive": {
185
  "acc,none": 0.858,
186
- "acc_stderr,none": 0.011043457699378222,
187
  "alias": " - blimp_intransitive"
188
  },
189
  "blimp_irregular_past_participle_adjectives": {
190
  "acc,none": 0.992,
191
- "acc_stderr,none": 0.0028185003005045057,
192
  "alias": " - blimp_irregular_past_participle_adjectives"
193
  },
194
  "blimp_irregular_past_participle_verbs": {
195
  "acc,none": 0.915,
196
- "acc_stderr,none": 0.008823426366942317,
197
  "alias": " - blimp_irregular_past_participle_verbs"
198
  },
199
  "blimp_irregular_plural_subject_verb_agreement_1": {
200
  "acc,none": 0.934,
201
- "acc_stderr,none": 0.007855297938697587,
202
  "alias": " - blimp_irregular_plural_subject_verb_agreement_1"
203
  },
204
  "blimp_irregular_plural_subject_verb_agreement_2": {
@@ -208,27 +208,27 @@
208
  },
209
  "blimp_left_branch_island_echo_question": {
210
  "acc,none": 0.456,
211
- "acc_stderr,none": 0.015757928553979172,
212
  "alias": " - blimp_left_branch_island_echo_question"
213
  },
214
  "blimp_left_branch_island_simple_question": {
215
  "acc,none": 0.847,
216
- "acc_stderr,none": 0.011389500459665544,
217
  "alias": " - blimp_left_branch_island_simple_question"
218
  },
219
  "blimp_matrix_question_npi_licensor_present": {
220
  "acc,none": 0.708,
221
- "acc_stderr,none": 0.01438551156347734,
222
  "alias": " - blimp_matrix_question_npi_licensor_present"
223
  },
224
  "blimp_npi_present_1": {
225
  "acc,none": 0.57,
226
- "acc_stderr,none": 0.01566350361015528,
227
  "alias": " - blimp_npi_present_1"
228
  },
229
  "blimp_npi_present_2": {
230
  "acc,none": 0.662,
231
- "acc_stderr,none": 0.014965960710224489,
232
  "alias": " - blimp_npi_present_2"
233
  },
234
  "blimp_only_npi_licensor_present": {
@@ -238,22 +238,22 @@
238
  },
239
  "blimp_only_npi_scope": {
240
  "acc,none": 0.726,
241
- "acc_stderr,none": 0.01411109928825959,
242
  "alias": " - blimp_only_npi_scope"
243
  },
244
  "blimp_passive_1": {
245
- "acc,none": 0.9,
246
- "acc_stderr,none": 0.00949157995752503,
247
  "alias": " - blimp_passive_1"
248
  },
249
  "blimp_passive_2": {
250
  "acc,none": 0.909,
251
- "acc_stderr,none": 0.009099549538400227,
252
  "alias": " - blimp_passive_2"
253
  },
254
  "blimp_principle_A_c_command": {
255
- "acc,none": 0.84,
256
- "acc_stderr,none": 0.011598902298689007,
257
  "alias": " - blimp_principle_A_c_command"
258
  },
259
  "blimp_principle_A_case_1": {
@@ -263,62 +263,62 @@
263
  },
264
  "blimp_principle_A_case_2": {
265
  "acc,none": 0.965,
266
- "acc_stderr,none": 0.005814534272734945,
267
  "alias": " - blimp_principle_A_case_2"
268
  },
269
  "blimp_principle_A_domain_1": {
270
  "acc,none": 0.993,
271
- "acc_stderr,none": 0.002637794146243779,
272
  "alias": " - blimp_principle_A_domain_1"
273
  },
274
  "blimp_principle_A_domain_2": {
275
  "acc,none": 0.903,
276
- "acc_stderr,none": 0.00936368937324812,
277
  "alias": " - blimp_principle_A_domain_2"
278
  },
279
  "blimp_principle_A_domain_3": {
280
  "acc,none": 0.755,
281
- "acc_stderr,none": 0.013607356839598116,
282
  "alias": " - blimp_principle_A_domain_3"
283
  },
284
  "blimp_principle_A_reconstruction": {
285
  "acc,none": 0.469,
286
- "acc_stderr,none": 0.015788865959539003,
287
  "alias": " - blimp_principle_A_reconstruction"
288
  },
289
  "blimp_regular_plural_subject_verb_agreement_1": {
290
  "acc,none": 0.966,
291
- "acc_stderr,none": 0.005733836139695446,
292
  "alias": " - blimp_regular_plural_subject_verb_agreement_1"
293
  },
294
  "blimp_regular_plural_subject_verb_agreement_2": {
295
  "acc,none": 0.91,
296
- "acc_stderr,none": 0.009054390204866439,
297
  "alias": " - blimp_regular_plural_subject_verb_agreement_2"
298
  },
299
  "blimp_sentential_negation_npi_licensor_present": {
300
  "acc,none": 0.985,
301
- "acc_stderr,none": 0.003845749574502989,
302
  "alias": " - blimp_sentential_negation_npi_licensor_present"
303
  },
304
  "blimp_sentential_negation_npi_scope": {
305
- "acc,none": 0.759,
306
- "acc_stderr,none": 0.013531522534515448,
307
  "alias": " - blimp_sentential_negation_npi_scope"
308
  },
309
  "blimp_sentential_subject_island": {
310
  "acc,none": 0.45,
311
- "acc_stderr,none": 0.01574000469338386,
312
  "alias": " - blimp_sentential_subject_island"
313
  },
314
  "blimp_superlative_quantifiers_1": {
315
  "acc,none": 0.848,
316
- "acc_stderr,none": 0.011358918303475287,
317
  "alias": " - blimp_superlative_quantifiers_1"
318
  },
319
  "blimp_superlative_quantifiers_2": {
320
  "acc,none": 0.746,
321
- "acc_stderr,none": 0.01377220656516854,
322
  "alias": " - blimp_superlative_quantifiers_2"
323
  },
324
  "blimp_tough_vs_raising_1": {
@@ -328,17 +328,17 @@
328
  },
329
  "blimp_tough_vs_raising_2": {
330
  "acc,none": 0.879,
331
- "acc_stderr,none": 0.010318210380946092,
332
  "alias": " - blimp_tough_vs_raising_2"
333
  },
334
  "blimp_transitive": {
335
  "acc,none": 0.89,
336
- "acc_stderr,none": 0.009899393819724435,
337
  "alias": " - blimp_transitive"
338
  },
339
  "blimp_wh_island": {
340
  "acc,none": 0.759,
341
- "acc_stderr,none": 0.01353152253451543,
342
  "alias": " - blimp_wh_island"
343
  },
344
  "blimp_wh_questions_object_gap": {
@@ -348,7 +348,7 @@
348
  },
349
  "blimp_wh_questions_subject_gap": {
350
  "acc,none": 0.953,
351
- "acc_stderr,none": 0.006695956678163041,
352
  "alias": " - blimp_wh_questions_subject_gap"
353
  },
354
  "blimp_wh_questions_subject_gap_long_distance": {
@@ -358,17 +358,17 @@
358
  },
359
  "blimp_wh_vs_that_no_gap": {
360
  "acc,none": 0.977,
361
- "acc_stderr,none": 0.004742730594656804,
362
  "alias": " - blimp_wh_vs_that_no_gap"
363
  },
364
  "blimp_wh_vs_that_no_gap_long_distance": {
365
- "acc,none": 0.964,
366
- "acc_stderr,none": 0.005893957816165585,
367
  "alias": " - blimp_wh_vs_that_no_gap_long_distance"
368
  },
369
  "blimp_wh_vs_that_with_gap": {
370
  "acc,none": 0.466,
371
- "acc_stderr,none": 0.015782683329937625,
372
  "alias": " - blimp_wh_vs_that_with_gap"
373
  },
374
  "blimp_wh_vs_that_with_gap_long_distance": {
@@ -377,28 +377,28 @@
377
  "alias": " - blimp_wh_vs_that_with_gap_long_distance"
378
  },
379
  "lambada_openai": {
380
- "perplexity,none": 5.055622995636905,
381
- "perplexity_stderr,none": 0.11862585441461414,
382
  "acc,none": 0.6568988938482437,
383
- "acc_stderr,none": 0.006614124982461041,
384
  "alias": " - lambada_openai"
385
  },
386
  "logiqa": {
387
  "acc,none": 0.2457757296466974,
388
- "acc_stderr,none": 0.016887410894296934,
389
  "acc_norm,none": 0.29493087557603687,
390
- "acc_norm_stderr,none": 0.017886249734104402,
391
  "alias": " - logiqa"
392
  },
393
  "mmlu": {
394
  "acc,none": 0.2525993448226748,
395
- "acc_stderr,none": 0.0414928115354445,
396
  "alias": " - mmlu"
397
  },
398
  "mmlu_humanities": {
399
  "alias": " - humanities",
400
  "acc,none": 0.24017003188097769,
401
- "acc_stderr,none": 0.029589768015471602
402
  },
403
  "mmlu_formal_logic": {
404
  "alias": " - formal_logic",
@@ -408,12 +408,12 @@
408
  "mmlu_high_school_european_history": {
409
  "alias": " - high_school_european_history",
410
  "acc,none": 0.23030303030303031,
411
- "acc_stderr,none": 0.032876667586034886
412
  },
413
  "mmlu_high_school_us_history": {
414
  "alias": " - high_school_us_history",
415
  "acc,none": 0.27941176470588236,
416
- "acc_stderr,none": 0.03149328104507957
417
  },
418
  "mmlu_high_school_world_history": {
419
  "alias": " - high_school_world_history",
@@ -438,17 +438,17 @@
438
  "mmlu_moral_disputes": {
439
  "alias": " - moral_disputes",
440
  "acc,none": 0.21098265895953758,
441
- "acc_stderr,none": 0.021966309947043128
442
  },
443
  "mmlu_moral_scenarios": {
444
  "alias": " - moral_scenarios",
445
  "acc,none": 0.2346368715083799,
446
- "acc_stderr,none": 0.014173044098303653
447
  },
448
  "mmlu_philosophy": {
449
  "alias": " - philosophy",
450
  "acc,none": 0.2540192926045016,
451
- "acc_stderr,none": 0.024723861504771693
452
  },
453
  "mmlu_prehistory": {
454
  "alias": " - prehistory",
@@ -458,7 +458,7 @@
458
  "mmlu_professional_law": {
459
  "alias": " - professional_law",
460
  "acc,none": 0.24967405475880053,
461
- "acc_stderr,none": 0.011054538377832317
462
  },
463
  "mmlu_world_religions": {
464
  "alias": " - world_religions",
@@ -467,8 +467,8 @@
467
  },
468
  "mmlu_other": {
469
  "alias": " - other",
470
- "acc,none": 0.2568393949147087,
471
- "acc_stderr,none": 0.05352976052385703
472
  },
473
  "mmlu_business_ethics": {
474
  "alias": " - business_ethics",
@@ -478,17 +478,17 @@
478
  "mmlu_clinical_knowledge": {
479
  "alias": " - clinical_knowledge",
480
  "acc,none": 0.32075471698113206,
481
- "acc_stderr,none": 0.02872750295788027
482
  },
483
  "mmlu_college_medicine": {
484
  "alias": " - college_medicine",
485
  "acc,none": 0.3236994219653179,
486
- "acc_stderr,none": 0.0356760379963917
487
  },
488
  "mmlu_global_facts": {
489
  "alias": " - global_facts",
490
  "acc,none": 0.2,
491
- "acc_stderr,none": 0.040201512610368445
492
  },
493
  "mmlu_human_aging": {
494
  "alias": " - human_aging",
@@ -503,32 +503,32 @@
503
  "mmlu_marketing": {
504
  "alias": " - marketing",
505
  "acc,none": 0.2094017094017094,
506
- "acc_stderr,none": 0.026655699653922737
507
  },
508
  "mmlu_medical_genetics": {
509
  "alias": " - medical_genetics",
510
  "acc,none": 0.32,
511
- "acc_stderr,none": 0.046882617226215034
512
  },
513
  "mmlu_miscellaneous": {
514
  "alias": " - miscellaneous",
515
  "acc,none": 0.22349936143039592,
516
- "acc_stderr,none": 0.01489723522945071
517
  },
518
  "mmlu_nutrition": {
519
  "alias": " - nutrition",
520
  "acc,none": 0.30718954248366015,
521
- "acc_stderr,none": 0.026415601914388995
522
  },
523
  "mmlu_professional_accounting": {
524
  "alias": " - professional_accounting",
525
  "acc,none": 0.24822695035460993,
526
- "acc_stderr,none": 0.02577001564429038
527
  },
528
  "mmlu_professional_medicine": {
529
  "alias": " - professional_medicine",
530
  "acc,none": 0.25735294117647056,
531
- "acc_stderr,none": 0.0265565194700415
532
  },
533
  "mmlu_virology": {
534
  "alias": " - virology",
@@ -537,18 +537,18 @@
537
  },
538
  "mmlu_social_sciences": {
539
  "alias": " - social_sciences",
540
- "acc,none": 0.2645433864153396,
541
- "acc_stderr,none": 0.035566784463720184
542
  },
543
  "mmlu_econometrics": {
544
  "alias": " - econometrics",
545
  "acc,none": 0.2719298245614035,
546
- "acc_stderr,none": 0.041857744240220554
547
  },
548
  "mmlu_high_school_geography": {
549
  "alias": " - high_school_geography",
550
  "acc,none": 0.3333333333333333,
551
- "acc_stderr,none": 0.03358618145732523
552
  },
553
  "mmlu_high_school_government_and_politics": {
554
  "alias": " - high_school_government_and_politics",
@@ -558,12 +558,12 @@
558
  "mmlu_high_school_macroeconomics": {
559
  "alias": " - high_school_macroeconomics",
560
  "acc,none": 0.258974358974359,
561
- "acc_stderr,none": 0.02221110681006167
562
  },
563
  "mmlu_high_school_microeconomics": {
564
  "alias": " - high_school_microeconomics",
565
  "acc,none": 0.2605042016806723,
566
- "acc_stderr,none": 0.028510251512341923
567
  },
568
  "mmlu_high_school_psychology": {
569
  "alias": " - high_school_psychology",
@@ -583,12 +583,12 @@
583
  "mmlu_public_relations": {
584
  "alias": " - public_relations",
585
  "acc,none": 0.24545454545454545,
586
- "acc_stderr,none": 0.04122066502878285
587
  },
588
  "mmlu_security_studies": {
589
  "alias": " - security_studies",
590
  "acc,none": 0.2612244897959184,
591
- "acc_stderr,none": 0.028123429335142783
592
  },
593
  "mmlu_sociology": {
594
  "alias": " - sociology",
@@ -603,12 +603,12 @@
603
  "mmlu_stem": {
604
  "alias": " - stem",
605
  "acc,none": 0.25531240088804313,
606
- "acc_stderr,none": 0.04639919683915553
607
  },
608
  "mmlu_abstract_algebra": {
609
  "alias": " - abstract_algebra",
610
  "acc,none": 0.26,
611
- "acc_stderr,none": 0.04408440022768078
612
  },
613
  "mmlu_anatomy": {
614
  "alias": " - anatomy",
@@ -623,12 +623,12 @@
623
  "mmlu_college_biology": {
624
  "alias": " - college_biology",
625
  "acc,none": 0.2777777777777778,
626
- "acc_stderr,none": 0.03745554791462456
627
  },
628
  "mmlu_college_chemistry": {
629
  "alias": " - college_chemistry",
630
  "acc,none": 0.34,
631
- "acc_stderr,none": 0.047609522856952365
632
  },
633
  "mmlu_college_computer_science": {
634
  "alias": " - college_computer_science",
@@ -638,22 +638,22 @@
638
  "mmlu_college_mathematics": {
639
  "alias": " - college_mathematics",
640
  "acc,none": 0.23,
641
- "acc_stderr,none": 0.04229525846816505
642
  },
643
  "mmlu_college_physics": {
644
  "alias": " - college_physics",
645
  "acc,none": 0.2647058823529412,
646
- "acc_stderr,none": 0.04389869956808779
647
  },
648
  "mmlu_computer_security": {
649
  "alias": " - computer_security",
650
  "acc,none": 0.22,
651
- "acc_stderr,none": 0.04163331998932269
652
  },
653
  "mmlu_conceptual_physics": {
654
  "alias": " - conceptual_physics",
655
  "acc,none": 0.18723404255319148,
656
- "acc_stderr,none": 0.025501588341883596
657
  },
658
  "mmlu_electrical_engineering": {
659
  "alias": " - electrical_engineering",
@@ -663,17 +663,17 @@
663
  "mmlu_elementary_mathematics": {
664
  "alias": " - elementary_mathematics",
665
  "acc,none": 0.2962962962962963,
666
- "acc_stderr,none": 0.023517294335963286
667
  },
668
  "mmlu_high_school_biology": {
669
  "alias": " - high_school_biology",
670
  "acc,none": 0.2903225806451613,
671
- "acc_stderr,none": 0.025822106119415898
672
  },
673
  "mmlu_high_school_chemistry": {
674
  "alias": " - high_school_chemistry",
675
  "acc,none": 0.22167487684729065,
676
- "acc_stderr,none": 0.029225575892489596
677
  },
678
  "mmlu_high_school_computer_science": {
679
  "alias": " - high_school_computer_science",
@@ -693,7 +693,7 @@
693
  "mmlu_high_school_statistics": {
694
  "alias": " - high_school_statistics",
695
  "acc,none": 0.25925925925925924,
696
- "acc_stderr,none": 0.02988691054762697
697
  },
698
  "mmlu_machine_learning": {
699
  "alias": " - machine_learning",
@@ -702,14 +702,14 @@
702
  },
703
  "piqa": {
704
  "acc,none": 0.7110990206746464,
705
- "acc_stderr,none": 0.010575111841364898,
706
  "acc_norm,none": 0.7132752992383025,
707
- "acc_norm_stderr,none": 0.010551314503108068,
708
  "alias": " - piqa"
709
  },
710
  "sciq": {
711
  "acc,none": 0.897,
712
- "acc_stderr,none": 0.009616833339695798,
713
  "acc_norm,none": 0.853,
714
  "acc_norm_stderr,none": 0.011203415395160333,
715
  "alias": " - sciq"
@@ -725,7 +725,7 @@
725
  },
726
  "winogrande": {
727
  "acc,none": 0.5911602209944752,
728
- "acc_stderr,none": 0.013816954295135679,
729
  "alias": " - winogrande"
730
  },
731
  "wsc": {
@@ -736,56 +736,56 @@
736
  },
737
  "groups": {
738
  "pythia": {
739
- "acc,none": 0.7164499959853446,
740
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741
- "acc_norm,none": 0.4997890478277153,
742
- "acc_norm_stderr,none": 0.008352942631330008,
743
  "word_perplexity,none": 14.373441237489386,
744
  "word_perplexity_stderr,none": "N/A",
745
  "byte_perplexity,none": 1.646150916185073,
746
  "byte_perplexity_stderr,none": "N/A",
747
  "bits_per_byte,none": 0.719096605535433,
748
  "bits_per_byte_stderr,none": "N/A",
749
- "perplexity,none": 5.055622995636905,
750
- "perplexity_stderr,none": 0.11862585441461414,
751
  "alias": "pythia"
752
  },
753
  "ai2_arc": {
754
- "acc,none": 0.5109921082299888,
755
- "acc_stderr,none": 0.1060971540262165,
756
- "acc_norm,none": 0.4926719278466742,
757
- "acc_norm_stderr,none": 0.07727859037048158,
758
  "alias": " - ai2_arc"
759
  },
760
  "blimp": {
761
- "acc,none": 0.833686567164179,
762
- "acc_stderr,none": 0.15664937058746153,
763
  "alias": " - blimp"
764
  },
765
  "mmlu": {
766
  "acc,none": 0.2525993448226748,
767
- "acc_stderr,none": 0.0414928115354445,
768
  "alias": " - mmlu"
769
  },
770
  "mmlu_humanities": {
771
  "alias": " - humanities",
772
  "acc,none": 0.24017003188097769,
773
- "acc_stderr,none": 0.029589768015471602
774
  },
775
  "mmlu_other": {
776
  "alias": " - other",
777
- "acc,none": 0.2568393949147087,
778
- "acc_stderr,none": 0.05352976052385703
779
  },
780
  "mmlu_social_sciences": {
781
  "alias": " - social_sciences",
782
- "acc,none": 0.2645433864153396,
783
- "acc_stderr,none": 0.035566784463720184
784
  },
785
  "mmlu_stem": {
786
  "alias": " - stem",
787
  "acc,none": 0.25531240088804313,
788
- "acc_stderr,none": 0.04639919683915553
789
  }
790
  },
791
  "configs": {
@@ -5230,5 +5230,5 @@
5230
  "bootstrap_iters": 100000,
5231
  "gen_kwargs": null
5232
  },
5233
- "git_hash": "71d574c"
5234
  }
 
1
  {
2
  "results": {
3
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6
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9
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10
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  "byte_perplexity_stderr,none": "N/A",
12
  "bits_per_byte,none": 0.719096605535433,
13
  "bits_per_byte_stderr,none": "N/A",
14
+ "perplexity,none": 5.055848874703582,
15
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16
  "alias": "pythia"
17
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18
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19
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20
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21
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22
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23
  "alias": " - ai2_arc"
24
  },
25
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26
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27
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28
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29
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30
  "alias": " - arc_challenge"
31
  },
32
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33
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34
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35
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36
+ "acc_norm_stderr,none": 0.010151683397430682,
37
  "alias": " - arc_easy"
38
  },
39
  "blimp": {
40
+ "acc,none": 0.8336865671641791,
41
+ "acc_stderr,none": 0.15149236838150676,
42
  "alias": " - blimp"
43
  },
44
  "blimp_adjunct_island": {
45
  "acc,none": 0.901,
46
+ "acc_stderr,none": 0.009449248027662727,
47
  "alias": " - blimp_adjunct_island"
48
  },
49
  "blimp_anaphor_gender_agreement": {
50
  "acc,none": 0.992,
51
+ "acc_stderr,none": 0.0028185003005045057,
52
  "alias": " - blimp_anaphor_gender_agreement"
53
  },
54
  "blimp_anaphor_number_agreement": {
55
  "acc,none": 0.995,
56
+ "acc_stderr,none": 0.00223158687484488,
57
  "alias": " - blimp_anaphor_number_agreement"
58
  },
59
  "blimp_animate_subject_passive": {
60
  "acc,none": 0.804,
61
+ "acc_stderr,none": 0.012559527926707366,
62
  "alias": " - blimp_animate_subject_passive"
63
  },
64
  "blimp_animate_subject_trans": {
 
68
  },
69
  "blimp_causative": {
70
  "acc,none": 0.781,
71
+ "acc_stderr,none": 0.013084731950262026,
72
  "alias": " - blimp_causative"
73
  },
74
  "blimp_complex_NP_island": {
 
78
  },
79
  "blimp_coordinate_structure_constraint_complex_left_branch": {
80
  "acc,none": 0.744,
81
+ "acc_stderr,none": 0.013807775152234195,
82
  "alias": " - blimp_coordinate_structure_constraint_complex_left_branch"
83
  },
84
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85
  "acc,none": 0.848,
86
+ "acc_stderr,none": 0.011358918303475294,
87
  "alias": " - blimp_coordinate_structure_constraint_object_extraction"
88
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89
  "blimp_determiner_noun_agreement_1": {
90
  "acc,none": 0.998,
91
+ "acc_stderr,none": 0.001413505570557816,
92
  "alias": " - blimp_determiner_noun_agreement_1"
93
  },
94
  "blimp_determiner_noun_agreement_2": {
95
  "acc,none": 0.991,
96
+ "acc_stderr,none": 0.002987963843142644,
97
  "alias": " - blimp_determiner_noun_agreement_2"
98
  },
99
  "blimp_determiner_noun_agreement_irregular_1": {
100
  "acc,none": 0.961,
101
+ "acc_stderr,none": 0.006125072776426109,
102
  "alias": " - blimp_determiner_noun_agreement_irregular_1"
103
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104
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105
  "acc,none": 0.956,
106
+ "acc_stderr,none": 0.006488921798427419,
107
  "alias": " - blimp_determiner_noun_agreement_irregular_2"
108
  },
109
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110
  "acc,none": 0.964,
111
+ "acc_stderr,none": 0.005893957816165545,
112
  "alias": " - blimp_determiner_noun_agreement_with_adj_2"
113
  },
114
  "blimp_determiner_noun_agreement_with_adj_irregular_1": {
115
  "acc,none": 0.939,
116
+ "acc_stderr,none": 0.007572076091557425,
117
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_1"
118
  },
119
  "blimp_determiner_noun_agreement_with_adj_irregular_2": {
120
  "acc,none": 0.921,
121
+ "acc_stderr,none": 0.008534156773333454,
122
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_2"
123
  },
124
  "blimp_determiner_noun_agreement_with_adjective_1": {
125
  "acc,none": 0.981,
126
+ "acc_stderr,none": 0.004319451082910637,
127
  "alias": " - blimp_determiner_noun_agreement_with_adjective_1"
128
  },
129
  "blimp_distractor_agreement_relational_noun": {
130
  "acc,none": 0.887,
131
+ "acc_stderr,none": 0.010016552866696844,
132
  "alias": " - blimp_distractor_agreement_relational_noun"
133
  },
134
  "blimp_distractor_agreement_relative_clause": {
135
+ "acc,none": 0.796,
136
+ "acc_stderr,none": 0.012749374359024398,
137
  "alias": " - blimp_distractor_agreement_relative_clause"
138
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139
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140
  "acc,none": 0.804,
141
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142
  "alias": " - blimp_drop_argument"
143
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144
  "blimp_ellipsis_n_bar_1": {
145
  "acc,none": 0.86,
146
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147
  "alias": " - blimp_ellipsis_n_bar_1"
148
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149
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150
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151
+ "acc_stderr,none": 0.010093407594904635,
152
  "alias": " - blimp_ellipsis_n_bar_2"
153
  },
154
  "blimp_existential_there_object_raising": {
155
  "acc,none": 0.842,
156
+ "acc_stderr,none": 0.011539894677559552,
157
  "alias": " - blimp_existential_there_object_raising"
158
  },
159
  "blimp_existential_there_quantifiers_1": {
160
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161
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162
  "alias": " - blimp_existential_there_quantifiers_1"
163
  },
164
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165
  "acc,none": 0.274,
166
+ "acc_stderr,none": 0.014111099288259587,
167
  "alias": " - blimp_existential_there_quantifiers_2"
168
  },
169
  "blimp_existential_there_subject_raising": {
170
  "acc,none": 0.931,
171
+ "acc_stderr,none": 0.008018934050315148,
172
  "alias": " - blimp_existential_there_subject_raising"
173
  },
174
  "blimp_expletive_it_object_raising": {
175
  "acc,none": 0.827,
176
+ "acc_stderr,none": 0.011967214137559926,
177
  "alias": " - blimp_expletive_it_object_raising"
178
  },
179
  "blimp_inchoative": {
180
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181
+ "acc_stderr,none": 0.014526080235459548,
182
  "alias": " - blimp_inchoative"
183
  },
184
  "blimp_intransitive": {
185
  "acc,none": 0.858,
186
+ "acc_stderr,none": 0.01104345769937823,
187
  "alias": " - blimp_intransitive"
188
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189
  "blimp_irregular_past_participle_adjectives": {
190
  "acc,none": 0.992,
191
+ "acc_stderr,none": 0.0028185003005045065,
192
  "alias": " - blimp_irregular_past_participle_adjectives"
193
  },
194
  "blimp_irregular_past_participle_verbs": {
195
  "acc,none": 0.915,
196
+ "acc_stderr,none": 0.008823426366942307,
197
  "alias": " - blimp_irregular_past_participle_verbs"
198
  },
199
  "blimp_irregular_plural_subject_verb_agreement_1": {
200
  "acc,none": 0.934,
201
+ "acc_stderr,none": 0.007855297938697589,
202
  "alias": " - blimp_irregular_plural_subject_verb_agreement_1"
203
  },
204
  "blimp_irregular_plural_subject_verb_agreement_2": {
 
208
  },
209
  "blimp_left_branch_island_echo_question": {
210
  "acc,none": 0.456,
211
+ "acc_stderr,none": 0.01575792855397917,
212
  "alias": " - blimp_left_branch_island_echo_question"
213
  },
214
  "blimp_left_branch_island_simple_question": {
215
  "acc,none": 0.847,
216
+ "acc_stderr,none": 0.011389500459665546,
217
  "alias": " - blimp_left_branch_island_simple_question"
218
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219
  "blimp_matrix_question_npi_licensor_present": {
220
  "acc,none": 0.708,
221
+ "acc_stderr,none": 0.014385511563477341,
222
  "alias": " - blimp_matrix_question_npi_licensor_present"
223
  },
224
  "blimp_npi_present_1": {
225
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226
+ "acc_stderr,none": 0.015663503610155283,
227
  "alias": " - blimp_npi_present_1"
228
  },
229
  "blimp_npi_present_2": {
230
  "acc,none": 0.662,
231
+ "acc_stderr,none": 0.01496596071022448,
232
  "alias": " - blimp_npi_present_2"
233
  },
234
  "blimp_only_npi_licensor_present": {
 
238
  },
239
  "blimp_only_npi_scope": {
240
  "acc,none": 0.726,
241
+ "acc_stderr,none": 0.014111099288259587,
242
  "alias": " - blimp_only_npi_scope"
243
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244
  "blimp_passive_1": {
245
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246
+ "acc_stderr,none": 0.009449248027662734,
247
  "alias": " - blimp_passive_1"
248
  },
249
  "blimp_passive_2": {
250
  "acc,none": 0.909,
251
+ "acc_stderr,none": 0.009099549538400243,
252
  "alias": " - blimp_passive_2"
253
  },
254
  "blimp_principle_A_c_command": {
255
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256
+ "acc_stderr,none": 0.011628164696727191,
257
  "alias": " - blimp_principle_A_c_command"
258
  },
259
  "blimp_principle_A_case_1": {
 
263
  },
264
  "blimp_principle_A_case_2": {
265
  "acc,none": 0.965,
266
+ "acc_stderr,none": 0.005814534272734976,
267
  "alias": " - blimp_principle_A_case_2"
268
  },
269
  "blimp_principle_A_domain_1": {
270
  "acc,none": 0.993,
271
+ "acc_stderr,none": 0.002637794146243775,
272
  "alias": " - blimp_principle_A_domain_1"
273
  },
274
  "blimp_principle_A_domain_2": {
275
  "acc,none": 0.903,
276
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277
  "alias": " - blimp_principle_A_domain_2"
278
  },
279
  "blimp_principle_A_domain_3": {
280
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281
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282
  "alias": " - blimp_principle_A_domain_3"
283
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284
  "blimp_principle_A_reconstruction": {
285
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286
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287
  "alias": " - blimp_principle_A_reconstruction"
288
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289
  "blimp_regular_plural_subject_verb_agreement_1": {
290
  "acc,none": 0.966,
291
+ "acc_stderr,none": 0.005733836139695456,
292
  "alias": " - blimp_regular_plural_subject_verb_agreement_1"
293
  },
294
  "blimp_regular_plural_subject_verb_agreement_2": {
295
  "acc,none": 0.91,
296
+ "acc_stderr,none": 0.009054390204866447,
297
  "alias": " - blimp_regular_plural_subject_verb_agreement_2"
298
  },
299
  "blimp_sentential_negation_npi_licensor_present": {
300
  "acc,none": 0.985,
301
+ "acc_stderr,none": 0.0038457495745030127,
302
  "alias": " - blimp_sentential_negation_npi_licensor_present"
303
  },
304
  "blimp_sentential_negation_npi_scope": {
305
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306
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307
  "alias": " - blimp_sentential_negation_npi_scope"
308
  },
309
  "blimp_sentential_subject_island": {
310
  "acc,none": 0.45,
311
+ "acc_stderr,none": 0.015740004693383845,
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