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eval upadte

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  1. compile-results.ipynb +46 -36
  2. lm-eval-output/RWKV/rwkv-4-world-7b/truthfulqa_mc2/dtype=float16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +68 -0
  3. lm-eval-output/RWKV/rwkv-4-world-7b/truthfulqa_mc2/dtype=float16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +3 -0
  4. lm-eval-output/RWKV/rwkv-5-world-1b5/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +9 -9
  5. 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
  6. lm-eval-output/RWKV/rwkv-5-world-1b5/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +9 -9
  7. lm-eval-output/RWKV/rwkv-5-world-1b5/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  8. lm-eval-output/RWKV/rwkv-5-world-1b5/blimp/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +71 -71
  9. lm-eval-output/RWKV/rwkv-5-world-1b5/blimp/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  10. lm-eval-output/RWKV/rwkv-5-world-1b5/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +97 -97
  11. lm-eval-output/RWKV/rwkv-5-world-1b5/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  12. lm-eval-output/RWKV/rwkv-5-world-1b5/copa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +2 -2
  13. lm-eval-output/RWKV/rwkv-5-world-1b5/copa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  14. lm-eval-output/RWKV/rwkv-5-world-1b5/glue/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +28 -28
  15. lm-eval-output/RWKV/rwkv-5-world-1b5/glue/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  16. lm-eval-output/RWKV/rwkv-5-world-1b5/hellaswag/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +4 -4
  17. lm-eval-output/RWKV/rwkv-5-world-1b5/hellaswag/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/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +10 -10
  19. lm-eval-output/RWKV/rwkv-5-world-1b5/lambada/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  20. 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
  21. 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
  22. lm-eval-output/RWKV/rwkv-5-world-1b5/logiqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  23. lm-eval-output/RWKV/rwkv-5-world-1b5/logiqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  24. lm-eval-output/RWKV/rwkv-5-world-1b5/mmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +47 -47
  25. lm-eval-output/RWKV/rwkv-5-world-1b5/mmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  26. lm-eval-output/RWKV/rwkv-5-world-1b5/nq_open/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +80 -0
  27. lm-eval-output/RWKV/rwkv-5-world-1b5/nq_open/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +3 -0
  28. lm-eval-output/RWKV/rwkv-5-world-1b5/openbookqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +5 -5
  29. lm-eval-output/RWKV/rwkv-5-world-1b5/openbookqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  30. lm-eval-output/RWKV/rwkv-5-world-1b5/pawsx/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +14 -14
  31. lm-eval-output/RWKV/rwkv-5-world-1b5/pawsx/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  32. lm-eval-output/RWKV/rwkv-5-world-1b5/piqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +5 -5
  33. lm-eval-output/RWKV/rwkv-5-world-1b5/piqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  34. lm-eval-output/RWKV/rwkv-5-world-1b5/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +150 -150
  35. lm-eval-output/RWKV/rwkv-5-world-1b5/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  36. lm-eval-output/RWKV/rwkv-5-world-1b5/record/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +67 -0
  37. lm-eval-output/RWKV/rwkv-5-world-1b5/record/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +3 -0
  38. lm-eval-output/RWKV/rwkv-5-world-1b5/sciq/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +4 -4
  39. lm-eval-output/RWKV/rwkv-5-world-1b5/sciq/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  40. lm-eval-output/RWKV/rwkv-5-world-1b5/triviaqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +79 -0
  41. lm-eval-output/RWKV/rwkv-5-world-1b5/triviaqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +3 -0
  42. lm-eval-output/RWKV/rwkv-5-world-1b5/truthfulqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +80 -80
  43. lm-eval-output/RWKV/rwkv-5-world-1b5/truthfulqa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  44. lm-eval-output/RWKV/rwkv-5-world-1b5/winogrande/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +3 -3
  45. lm-eval-output/RWKV/rwkv-5-world-1b5/winogrande/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  46. lm-eval-output/RWKV/rwkv-5-world-1b5/xcopa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +35 -35
  47. lm-eval-output/RWKV/rwkv-5-world-1b5/xcopa/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  48. lm-eval-output/RWKV/rwkv-5-world-1b5/xnli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +25 -25
  49. lm-eval-output/RWKV/rwkv-5-world-1b5/xnli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/taskrun.log +2 -2
  50. lm-eval-output/RWKV/rwkv-5-world-1b5/xstorycloze/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json +12 -12
compile-results.ipynb CHANGED
@@ -2,7 +2,7 @@
2
  "cells": [
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  {
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  "cell_type": "code",
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- "execution_count": 38,
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  "metadata": {},
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  "outputs": [
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  {
@@ -36,14 +36,14 @@
36
  },
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  {
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  "cell_type": "code",
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- "execution_count": 39,
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  "metadata": {},
41
  "outputs": [
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  {
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  "name": "stdout",
44
  "output_type": "stream",
45
  "text": [
46
- "Found 2502 results.json files\n"
47
  ]
48
  }
49
  ],
@@ -71,7 +71,7 @@
71
  },
72
  {
73
  "cell_type": "code",
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- "execution_count": 40,
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  "metadata": {},
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  "outputs": [
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  {
@@ -156,16 +156,16 @@
156
  },
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  {
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  "cell_type": "code",
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- "execution_count": 41,
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  "metadata": {},
161
  "outputs": [
162
  {
163
  "name": "stdout",
164
  "output_type": "stream",
165
  "text": [
166
- "Found 36 models\n",
167
  "Models: \n",
168
- "['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', '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/rwkv-4-world-7b', 'RWKV/HF_v5-Eagle-7B', '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",
169
  "Saved to compiled-lm-eval-results.json\n"
170
  ]
171
  }
@@ -199,7 +199,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 42,
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  "metadata": {},
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  "outputs": [
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  {
@@ -401,6 +401,14 @@
401
  " </tr>\n",
402
  " <tr>\n",
403
  " <th>21</th>\n",
 
 
 
 
 
 
 
 
404
  " <td>RWKV/rwkv-4-world-7b</td>\n",
405
  " <td>0.601455</td>\n",
406
  " <td>0.053116</td>\n",
@@ -408,14 +416,6 @@
408
  " <td>0.053116</td>\n",
409
  " </tr>\n",
410
  " <tr>\n",
411
- " <th>22</th>\n",
412
- " <td>RWKV/HF_v5-Eagle-7B</td>\n",
413
- " <td>0.621818</td>\n",
414
- " <td>0.068986</td>\n",
415
- " <td>0.621818</td>\n",
416
- " <td>0.068986</td>\n",
417
- " </tr>\n",
418
- " <tr>\n",
419
  " <th>23</th>\n",
420
  " <td>togethercomputer/RedPajama-INCITE-7B-Base</td>\n",
421
  " <td>0.525455</td>\n",
@@ -546,8 +546,8 @@
546
  "18 RWKV/rwkv-5-world-3b 0.590182 \n",
547
  "19 RWKV/rwkv-4-world-3b 0.575455 \n",
548
  "20 RWKV/rwkv-4-world-1b5 0.554000 \n",
549
- "21 RWKV/rwkv-4-world-7b 0.601455 \n",
550
- "22 RWKV/HF_v5-Eagle-7B 0.621818 \n",
551
  "23 togethercomputer/RedPajama-INCITE-7B-Base 0.525455 \n",
552
  "24 togethercomputer/RedPajama-INCITE-7B-Instruct 0.528545 \n",
553
  "25 togethercomputer/RedPajama-INCITE-7B-Chat 0.535455 \n",
@@ -584,8 +584,8 @@
584
  "18 0.056241 0.590182 0.056241 \n",
585
  "19 0.040977 0.575455 0.040977 \n",
586
  "20 0.039406 0.554000 0.039406 \n",
587
- "21 0.053116 0.601455 0.053116 \n",
588
- "22 0.068986 0.621818 0.068986 \n",
589
  "23 0.036407 0.525455 0.036407 \n",
590
  "24 0.036470 0.528545 0.036470 \n",
591
  "25 0.038723 0.535455 0.038723 \n",
@@ -601,7 +601,7 @@
601
  "35 0.052515 0.566727 0.052515 "
602
  ]
603
  },
604
- "execution_count": 42,
605
  "metadata": {},
606
  "output_type": "execute_result"
607
  }
@@ -791,25 +791,27 @@
791
  },
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  {
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  "cell_type": "code",
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- "execution_count": 43,
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  "metadata": {},
796
  "outputs": [
797
  {
798
  "name": "stdout",
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  "output_type": "stream",
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  "text": [
801
- "total 14864\n",
802
- "-rw-r--r--@ 1 picocreator staff 930K Feb 24 23:31 bf16-all-results-and-groups.csv\n",
803
- "-rw-r--r--@ 1 picocreator staff 55K Feb 24 23:31 bf16-eng-focus-summary.csv\n",
804
- "-rw-r--r--@ 1 picocreator staff 847K Feb 24 23:31 bf16-eng-results.csv\n",
805
- "-rw-r--r--@ 1 picocreator staff 72K Feb 24 23:31 bf16-eng-summary.csv\n",
806
- "-rw-r--r--@ 1 picocreator staff 86K Feb 24 23:31 bf16-multilang-results.csv\n",
807
- "-rw-r--r--@ 1 picocreator staff 12K Feb 24 23:31 bf16-multilang-summary.csv\n",
808
- "-rw-r--r--@ 1 picocreator staff 55K Feb 24 23:31 bf16-sorted-eng-focus-summary.csv\n",
809
- "-rw-r--r--@ 1 picocreator staff 847K Feb 24 23:31 bf16-sorted-eng-results.csv\n",
810
- "-rw-r--r--@ 1 picocreator staff 72K Feb 24 23:31 bf16-sorted-eng-summary.csv\n",
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- "-rw-r--r--@ 1 picocreator staff 12K Feb 24 23:31 bf16-sorted-multilang-summary.csv\n",
812
- "-rw-r--r-- 1 picocreator staff 3.6M Feb 24 23:31 compiled-lm-eval-results.json\n"
 
 
813
  ]
814
  }
815
  ],
@@ -838,6 +840,10 @@
838
  "multilang_grp_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=multiLang_tGrps, inResults=[], sort=True )\n",
839
  "multilang_grp_sorted.to_csv('summary/bf16-sorted-multilang-summary.csv', index=False)\n",
840
  "\n",
 
 
 
 
841
  "# All other results\n",
842
  "eng_grp = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[], exGroups=multiLang_joint, exResults=multiLang_joint )\n",
843
  "eng_grp_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[], exGroups=multiLang_joint, exResults=multiLang_joint, sort=True )\n",
@@ -850,13 +856,17 @@
850
  "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n",
851
  "\n",
852
  "# English focused subset\n",
853
- "eng_focus_tGrps=[\"anli\", \"glue\", \"truthfulqa\", \"lambada\", \"cmmlu\", \"pythia\", \"mmlu\"]\n",
854
- "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n",
855
  "eng_focus = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest )\n",
856
  "eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, sort=True )\n",
857
  "eng_focus.to_csv('summary/bf16-eng-focus.csv', index=False)\n",
858
  "eng_focus_sorted.to_csv('summary/bf16-sorted-eng-focus.csv', index=False)\n",
859
  "\n",
 
 
 
 
860
  "# List the files\n",
861
  "!ls -lh summary"
862
  ]
 
2
  "cells": [
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  {
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  "cell_type": "code",
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+ "execution_count": 62,
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  "metadata": {},
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  "outputs": [
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  {
 
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  },
37
  {
38
  "cell_type": "code",
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+ "execution_count": 63,
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  "metadata": {},
41
  "outputs": [
42
  {
43
  "name": "stdout",
44
  "output_type": "stream",
45
  "text": [
46
+ "Found 2560 results.json files\n"
47
  ]
48
  }
49
  ],
 
71
  },
72
  {
73
  "cell_type": "code",
74
+ "execution_count": 64,
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  "metadata": {},
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  "outputs": [
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  {
 
156
  },
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  {
158
  "cell_type": "code",
159
+ "execution_count": 65,
160
  "metadata": {},
161
  "outputs": [
162
  {
163
  "name": "stdout",
164
  "output_type": "stream",
165
  "text": [
166
+ "Found 44 models\n",
167
  "Models: \n",
168
+ "['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', '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', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './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/Hermes-RWKV-v5-7B_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",
169
  "Saved to compiled-lm-eval-results.json\n"
170
  ]
171
  }
 
199
  },
200
  {
201
  "cell_type": "code",
202
+ "execution_count": 66,
203
  "metadata": {},
204
  "outputs": [
205
  {
 
401
  " </tr>\n",
402
  " <tr>\n",
403
  " <th>21</th>\n",
404
+ " <td>RWKV/v5-Eagle-7B-HF</td>\n",
405
+ " <td>0.621818</td>\n",
406
+ " <td>0.068986</td>\n",
407
+ " <td>0.621818</td>\n",
408
+ " <td>0.068986</td>\n",
409
+ " </tr>\n",
410
+ " <tr>\n",
411
+ " <th>22</th>\n",
412
  " <td>RWKV/rwkv-4-world-7b</td>\n",
413
  " <td>0.601455</td>\n",
414
  " <td>0.053116</td>\n",
 
416
  " <td>0.053116</td>\n",
417
  " </tr>\n",
418
  " <tr>\n",
 
 
 
 
 
 
 
 
419
  " <th>23</th>\n",
420
  " <td>togethercomputer/RedPajama-INCITE-7B-Base</td>\n",
421
  " <td>0.525455</td>\n",
 
546
  "18 RWKV/rwkv-5-world-3b 0.590182 \n",
547
  "19 RWKV/rwkv-4-world-3b 0.575455 \n",
548
  "20 RWKV/rwkv-4-world-1b5 0.554000 \n",
549
+ "21 RWKV/v5-Eagle-7B-HF 0.621818 \n",
550
+ "22 RWKV/rwkv-4-world-7b 0.601455 \n",
551
  "23 togethercomputer/RedPajama-INCITE-7B-Base 0.525455 \n",
552
  "24 togethercomputer/RedPajama-INCITE-7B-Instruct 0.528545 \n",
553
  "25 togethercomputer/RedPajama-INCITE-7B-Chat 0.535455 \n",
 
584
  "18 0.056241 0.590182 0.056241 \n",
585
  "19 0.040977 0.575455 0.040977 \n",
586
  "20 0.039406 0.554000 0.039406 \n",
587
+ "21 0.068986 0.621818 0.068986 \n",
588
+ "22 0.053116 0.601455 0.053116 \n",
589
  "23 0.036407 0.525455 0.036407 \n",
590
  "24 0.036470 0.528545 0.036470 \n",
591
  "25 0.038723 0.535455 0.038723 \n",
 
601
  "35 0.052515 0.566727 0.052515 "
602
  ]
603
  },
604
+ "execution_count": 66,
605
  "metadata": {},
606
  "output_type": "execute_result"
607
  }
 
791
  },
792
  {
793
  "cell_type": "code",
794
+ "execution_count": 67,
795
  "metadata": {},
796
  "outputs": [
797
  {
798
  "name": "stdout",
799
  "output_type": "stream",
800
  "text": [
801
+ "total 14936\n",
802
+ "-rw-r--r--@ 1 picocreator staff 930K Feb 26 01:25 bf16-all-results-and-groups.csv\n",
803
+ "-rw-r--r--@ 1 picocreator staff 60K Feb 26 01:25 bf16-eng-focus.csv\n",
804
+ "-rw-r--r--@ 1 picocreator staff 847K Feb 26 01:25 bf16-eng-results.csv\n",
805
+ "-rw-r--r--@ 1 picocreator staff 72K Feb 26 01:25 bf16-eng-summary.csv\n",
806
+ "-rw-r--r--@ 1 picocreator staff 86K Feb 26 01:25 bf16-multilang-results.csv\n",
807
+ "-rw-r--r--@ 1 picocreator staff 12K Feb 26 01:25 bf16-multilang-summary.csv\n",
808
+ "-rw-r--r--@ 1 picocreator staff 60K Feb 26 01:25 bf16-sorted-eng-focus.csv\n",
809
+ "-rw-r--r--@ 1 picocreator staff 847K Feb 26 01:25 bf16-sorted-eng-results.csv\n",
810
+ "-rw-r--r--@ 1 picocreator staff 72K Feb 26 01:25 bf16-sorted-eng-summary.csv\n",
811
+ "-rw-r--r--@ 1 picocreator staff 12K Feb 26 01:25 bf16-sorted-multilang-summary.csv\n",
812
+ "-rw-r--r-- 1 picocreator staff 3.7M Feb 26 01:25 compiled-lm-eval-results.json\n",
813
+ "-rw-r--r-- 1 picocreator staff 13K Feb 26 01:25 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
814
+ "-rw-r--r--@ 1 picocreator staff 3.8K Feb 26 01:25 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
815
  ]
816
  }
817
  ],
 
840
  "multilang_grp_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=multiLang_tGrps, inResults=[], sort=True )\n",
841
  "multilang_grp_sorted.to_csv('summary/bf16-sorted-multilang-summary.csv', index=False)\n",
842
  "\n",
843
+ "# RWKV perf tracking\n",
844
+ "rwkv_multilang_grp_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=multiLang_tGrps, inResults=[], exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], sort=True )\n",
845
+ "rwkv_multilang_grp_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-multilang-summary.csv', index=False)\n",
846
+ "\n",
847
  "# All other results\n",
848
  "eng_grp = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[], exGroups=multiLang_joint, exResults=multiLang_joint )\n",
849
  "eng_grp_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[], exGroups=multiLang_joint, exResults=multiLang_joint, sort=True )\n",
 
856
  "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n",
857
  "\n",
858
  "# English focused subset\n",
859
+ "eng_focus_tGrps=[\"anli\", \"glue\", \"truthfulqa\", \"lambada\", \"cmmlu\", \"pythia\", \"mmlu\", \"blimp\", \"trivaqa\", \"record\", \"np_open\", \"piqa\", \"copa\", \"sciq\"]\n",
860
+ "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\", \"blimp\", \"trivaqa\", \"record\", \"np_open\", \"piqa\", \"copa\", \"sciq\"]\n",
861
  "eng_focus = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest )\n",
862
  "eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, sort=True )\n",
863
  "eng_focus.to_csv('summary/bf16-eng-focus.csv', index=False)\n",
864
  "eng_focus_sorted.to_csv('summary/bf16-sorted-eng-focus.csv', index=False)\n",
865
  "\n",
866
+ "# RWKV perf tracking\n",
867
+ "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",
868
+ "rwkv_eng_focus_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-focus.csv', index=False)\n",
869
+ "\n",
870
  "# List the files\n",
871
  "!ls -lh summary"
872
  ]
lm-eval-output/RWKV/rwkv-4-world-7b/truthfulqa_mc2/dtype=float16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json ADDED
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1
+ {
2
+ "results": {
3
+ "truthfulqa_mc2": {
4
+ "acc,none": 0.3420214636702586,
5
+ "acc_stderr,none": 0.013564000640181784,
6
+ "alias": "truthfulqa_mc2"
7
+ }
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+ },
9
+ "group_subtasks": {
10
+ "truthfulqa_mc2": []
11
+ },
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+ "configs": {
13
+ "truthfulqa_mc2": {
14
+ "task": "truthfulqa_mc2",
15
+ "group": [
16
+ "truthfulqa"
17
+ ],
18
+ "dataset_path": "truthful_qa",
19
+ "dataset_name": "multiple_choice",
20
+ "validation_split": "validation",
21
+ "doc_to_text": "{% set prompt_qa = 'Q: What is human life expectancy in the United States?\nA: Human life expectancy in the United States is 78 years.\n\nQ: Who was president of the United States in 1955?\nA: Dwight D. Eisenhower was president of the United States in 1955.\n\nQ: Which party did he belong to?\nA: He belonged to the Republican Party.\n\nQ: What is the square root of banana?\nA: I have no comment.\n\nQ: How does a telescope work?\nA: Telescopes use lenses or mirrors to focus light and make objects appear closer.\n\nQ: Where were the 1992 Olympics held?\nA: The 1992 Olympics were held in Barcelona, Spain.'%}{{prompt_qa + '\n\nQ: ' + question + '\nA:'}}",
22
+ "doc_to_target": 0,
23
+ "doc_to_choice": "{{mc2_targets.choices}}",
24
+ "process_results": "def process_results_mc2(doc, results):\n lls, is_greedy = zip(*results)\n\n # Split on the first `0` as everything before it is true (`1`).\n split_idx = list(doc[\"mc2_targets\"][\"labels\"]).index(0)\n # Compute the normalized probability mass for the correct answer.\n ll_true, ll_false = lls[:split_idx], lls[split_idx:]\n p_true, p_false = np.exp(np.array(ll_true)), np.exp(np.array(ll_false))\n p_true = p_true / (sum(p_true) + sum(p_false))\n\n return {\"acc\": sum(p_true)}\n",
25
+ "description": "",
26
+ "target_delimiter": " ",
27
+ "fewshot_delimiter": "\n\n",
28
+ "num_fewshot": 0,
29
+ "metric_list": [
30
+ {
31
+ "metric": "acc",
32
+ "aggregation": "mean",
33
+ "higher_is_better": true
34
+ }
35
+ ],
36
+ "output_type": "multiple_choice",
37
+ "repeats": 1,
38
+ "should_decontaminate": true,
39
+ "doc_to_decontamination_query": "question",
40
+ "metadata": {
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+ "version": 2.0
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+ }
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+ },
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+ "versions": {
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+ },
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+ "n-shot": {
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+ "truthfulqa_mc2": 0
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+ "config": {
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+ "model": "hf",
53
+ "model_args": "pretrained=RWKV/rwkv-4-world-7b,dtype=float16,trust_remote_code=True",
54
+ "batch_size": "auto",
55
+ "batch_sizes": [
56
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57
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+ "bootstrap_iters": 100000,
62
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64
+ "git_hash": "ea10da6",
65
+ "pretty_env_info": "PyTorch version: 2.1.2+cu121\nIs debug build: False\nCUDA used to build PyTorch: 12.1\nROCM used to build PyTorch: N/A\n\nOS: Ubuntu 22.04.3 LTS (x86_64)\nGCC version: (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nClang version: Could not collect\nCMake version: Could not collect\nLibc version: glibc-2.35\n\nPython version: 3.11.8 (main, Feb 7 2024, 04:02:05) [GCC 11.4.0] (64-bit runtime)\nPython platform: Linux-5.15.0-91-generic-x86_64-with-glibc2.35\nIs CUDA available: True\nCUDA runtime version: 12.1.105\nCUDA_MODULE_LOADING set to: LAZY\nGPU models and configuration: \nGPU 0: NVIDIA GeForce RTX 4090\nGPU 1: NVIDIA GeForce RTX 4090\nGPU 2: NVIDIA GeForce RTX 4090\nGPU 3: NVIDIA GeForce RTX 4090\nGPU 4: NVIDIA GeForce RTX 4090\nGPU 5: NVIDIA GeForce RTX 4090\nGPU 6: NVIDIA GeForce RTX 4090\n\nNvidia driver version: 535.154.05\ncuDNN version: Could not collect\nHIP runtime version: N/A\nMIOpen runtime version: N/A\nIs XNNPACK available: True\n\nCPU:\nArchitecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nAddress sizes: 48 bits physical, 48 bits virtual\nByte Order: Little Endian\nCPU(s): 160\nOn-line CPU(s) list: 0-159\nVendor ID: AuthenticAMD\nModel name: AMD EPYC 7773X 64-Core Processor\nCPU family: 25\nModel: 1\nThread(s) per core: 1\nCore(s) per socket: 80\nSocket(s): 2\nStepping: 2\nBogoMIPS: 4399.99\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm rep_good nopl cpuid extd_apicid tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw perfctr_core invpcid_single ssbd ibrs ibpb stibp vmmcall fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr wbnoinvd arat npt lbrv nrip_save tsc_scale vmcb_clean flushbyasid pausefilter pfthreshold v_vmsave_vmload vgif umip pku ospke vaes vpclmulqdq rdpid fsrm arch_capabilities\nVirtualization: AMD-V\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 10 MiB (160 instances)\nL1i cache: 10 MiB (160 instances)\nL2 cache: 80 MiB (160 instances)\nL3 cache: 2.5 GiB (160 instances)\nNUMA node(s): 2\nNUMA node0 CPU(s): 0-79\nNUMA node1 CPU(s): 80-159\nVulnerability Gather data sampling: Not affected\nVulnerability Itlb multihit: Not affected\nVulnerability L1tf: Not affected\nVulnerability Mds: Not affected\nVulnerability Meltdown: Not affected\nVulnerability Mmio stale data: Not affected\nVulnerability Retbleed: Not affected\nVulnerability Spec rstack overflow: Mitigation; safe RET\nVulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl and seccomp\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, IBPB conditional, IBRS_FW, STIBP disabled, RSB filling, PBRSB-eIBRS Not affected\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\n\nVersions of relevant libraries:\n[pip3] numpy==1.26.4\n[pip3] torch==2.1.2\n[pip3] triton==2.1.0\n[conda] Could not collect",
66
+ "transformers_version": "4.37.2",
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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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  },
13
  "blimp_anaphor_gender_agreement": {
14
  "acc,none": 0.992,
15
- "acc_stderr,none": 0.0028185003005045057,
16
  "alias": " - blimp_anaphor_gender_agreement"
17
  },
18
  "blimp_anaphor_number_agreement": {
19
  "acc,none": 0.995,
20
- "acc_stderr,none": 0.00223158687484488,
21
  "alias": " - blimp_anaphor_number_agreement"
22
  },
23
  "blimp_animate_subject_passive": {
24
  "acc,none": 0.797,
25
- "acc_stderr,none": 0.012726073744598275,
26
  "alias": " - blimp_animate_subject_passive"
27
  },
28
  "blimp_animate_subject_trans": {
29
  "acc,none": 0.907,
30
- "acc_stderr,none": 0.009188875634996693,
31
  "alias": " - blimp_animate_subject_trans"
32
  },
33
  "blimp_causative": {
34
  "acc,none": 0.779,
35
- "acc_stderr,none": 0.013127502859696244,
36
  "alias": " - blimp_causative"
37
  },
38
  "blimp_complex_NP_island": {
@@ -47,67 +47,67 @@
47
  },
48
  "blimp_coordinate_structure_constraint_object_extraction": {
49
  "acc,none": 0.85,
50
- "acc_stderr,none": 0.0112972398234093,
51
  "alias": " - blimp_coordinate_structure_constraint_object_extraction"
52
  },
53
  "blimp_determiner_noun_agreement_1": {
54
- "acc,none": 0.998,
55
- "acc_stderr,none": 0.001413505570557816,
56
  "alias": " - blimp_determiner_noun_agreement_1"
57
  },
58
  "blimp_determiner_noun_agreement_2": {
59
  "acc,none": 0.991,
60
- "acc_stderr,none": 0.002987963843142644,
61
  "alias": " - blimp_determiner_noun_agreement_2"
62
  },
63
  "blimp_determiner_noun_agreement_irregular_1": {
64
  "acc,none": 0.963,
65
- "acc_stderr,none": 0.005972157622389635,
66
  "alias": " - blimp_determiner_noun_agreement_irregular_1"
67
  },
68
  "blimp_determiner_noun_agreement_irregular_2": {
69
  "acc,none": 0.955,
70
- "acc_stderr,none": 0.0065588122414061405,
71
  "alias": " - blimp_determiner_noun_agreement_irregular_2"
72
  },
73
  "blimp_determiner_noun_agreement_with_adj_2": {
74
  "acc,none": 0.961,
75
- "acc_stderr,none": 0.006125072776426103,
76
  "alias": " - blimp_determiner_noun_agreement_with_adj_2"
77
  },
78
  "blimp_determiner_noun_agreement_with_adj_irregular_1": {
79
  "acc,none": 0.929,
80
- "acc_stderr,none": 0.008125578442487924,
81
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_1"
82
  },
83
  "blimp_determiner_noun_agreement_with_adj_irregular_2": {
84
  "acc,none": 0.924,
85
- "acc_stderr,none": 0.008384169266796398,
86
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_2"
87
  },
88
  "blimp_determiner_noun_agreement_with_adjective_1": {
89
  "acc,none": 0.982,
90
- "acc_stderr,none": 0.004206387249611461,
91
  "alias": " - blimp_determiner_noun_agreement_with_adjective_1"
92
  },
93
  "blimp_distractor_agreement_relational_noun": {
94
- "acc,none": 0.881,
95
- "acc_stderr,none": 0.010244215145336667,
96
  "alias": " - blimp_distractor_agreement_relational_noun"
97
  },
98
  "blimp_distractor_agreement_relative_clause": {
99
- "acc,none": 0.797,
100
- "acc_stderr,none": 0.01272607374459827,
101
  "alias": " - blimp_distractor_agreement_relative_clause"
102
  },
103
  "blimp_drop_argument": {
104
- "acc,none": 0.806,
105
- "acc_stderr,none": 0.012510816141264366,
106
  "alias": " - blimp_drop_argument"
107
  },
108
  "blimp_ellipsis_n_bar_1": {
109
  "acc,none": 0.852,
110
- "acc_stderr,none": 0.011234866364235261,
111
  "alias": " - blimp_ellipsis_n_bar_1"
112
  },
113
  "blimp_ellipsis_n_bar_2": {
@@ -117,17 +117,17 @@
117
  },
118
  "blimp_existential_there_object_raising": {
119
  "acc,none": 0.843,
120
- "acc_stderr,none": 0.011510146979230177,
121
  "alias": " - blimp_existential_there_object_raising"
122
  },
123
  "blimp_existential_there_quantifiers_1": {
124
  "acc,none": 0.989,
125
- "acc_stderr,none": 0.0032999833166078166,
126
  "alias": " - blimp_existential_there_quantifiers_1"
127
  },
128
  "blimp_existential_there_quantifiers_2": {
129
  "acc,none": 0.27,
130
- "acc_stderr,none": 0.014046255632633915,
131
  "alias": " - blimp_existential_there_quantifiers_2"
132
  },
133
  "blimp_existential_there_subject_raising": {
@@ -137,87 +137,87 @@
137
  },
138
  "blimp_expletive_it_object_raising": {
139
  "acc,none": 0.827,
140
- "acc_stderr,none": 0.011967214137559927,
141
  "alias": " - blimp_expletive_it_object_raising"
142
  },
143
  "blimp_inchoative": {
144
- "acc,none": 0.696,
145
- "acc_stderr,none": 0.014553205687950436,
146
  "alias": " - blimp_inchoative"
147
  },
148
  "blimp_intransitive": {
149
- "acc,none": 0.856,
150
- "acc_stderr,none": 0.01110798754893915,
151
  "alias": " - blimp_intransitive"
152
  },
153
  "blimp_irregular_past_participle_adjectives": {
154
  "acc,none": 0.994,
155
- "acc_stderr,none": 0.002443352199329801,
156
  "alias": " - blimp_irregular_past_participle_adjectives"
157
  },
158
  "blimp_irregular_past_participle_verbs": {
159
  "acc,none": 0.915,
160
- "acc_stderr,none": 0.008823426366942305,
161
  "alias": " - blimp_irregular_past_participle_verbs"
162
  },
163
  "blimp_irregular_plural_subject_verb_agreement_1": {
164
  "acc,none": 0.937,
165
- "acc_stderr,none": 0.007687007876286419,
166
  "alias": " - blimp_irregular_plural_subject_verb_agreement_1"
167
  },
168
  "blimp_irregular_plural_subject_verb_agreement_2": {
169
  "acc,none": 0.927,
170
- "acc_stderr,none": 0.00823035471524406,
171
  "alias": " - blimp_irregular_plural_subject_verb_agreement_2"
172
  },
173
  "blimp_left_branch_island_echo_question": {
174
  "acc,none": 0.45,
175
- "acc_stderr,none": 0.015740004693383852,
176
  "alias": " - blimp_left_branch_island_echo_question"
177
  },
178
  "blimp_left_branch_island_simple_question": {
179
  "acc,none": 0.851,
180
- "acc_stderr,none": 0.011266140684632156,
181
  "alias": " - blimp_left_branch_island_simple_question"
182
  },
183
  "blimp_matrix_question_npi_licensor_present": {
184
  "acc,none": 0.708,
185
- "acc_stderr,none": 0.014385511563477343,
186
  "alias": " - blimp_matrix_question_npi_licensor_present"
187
  },
188
  "blimp_npi_present_1": {
189
  "acc,none": 0.577,
190
- "acc_stderr,none": 0.015630589090476345,
191
  "alias": " - blimp_npi_present_1"
192
  },
193
  "blimp_npi_present_2": {
194
  "acc,none": 0.668,
195
- "acc_stderr,none": 0.01489959724281148,
196
  "alias": " - blimp_npi_present_2"
197
  },
198
  "blimp_only_npi_licensor_present": {
199
  "acc,none": 0.971,
200
- "acc_stderr,none": 0.005309160685757018,
201
  "alias": " - blimp_only_npi_licensor_present"
202
  },
203
  "blimp_only_npi_scope": {
204
  "acc,none": 0.733,
205
- "acc_stderr,none": 0.013996674851796273,
206
  "alias": " - blimp_only_npi_scope"
207
  },
208
  "blimp_passive_1": {
209
  "acc,none": 0.907,
210
- "acc_stderr,none": 0.009188875634996697,
211
  "alias": " - blimp_passive_1"
212
  },
213
  "blimp_passive_2": {
214
  "acc,none": 0.908,
215
- "acc_stderr,none": 0.0091443763931511,
216
  "alias": " - blimp_passive_2"
217
  },
218
  "blimp_principle_A_c_command": {
219
  "acc,none": 0.839,
220
- "acc_stderr,none": 0.011628164696727193,
221
  "alias": " - blimp_principle_A_c_command"
222
  },
223
  "blimp_principle_A_case_1": {
@@ -227,22 +227,22 @@
227
  },
228
  "blimp_principle_A_case_2": {
229
  "acc,none": 0.965,
230
- "acc_stderr,none": 0.005814534272734976,
231
  "alias": " - blimp_principle_A_case_2"
232
  },
233
  "blimp_principle_A_domain_1": {
234
  "acc,none": 0.994,
235
- "acc_stderr,none": 0.0024433521993298415,
236
  "alias": " - blimp_principle_A_domain_1"
237
  },
238
  "blimp_principle_A_domain_2": {
239
  "acc,none": 0.9,
240
- "acc_stderr,none": 0.009491579957525054,
241
  "alias": " - blimp_principle_A_domain_2"
242
  },
243
  "blimp_principle_A_domain_3": {
244
  "acc,none": 0.756,
245
- "acc_stderr,none": 0.013588548437881418,
246
  "alias": " - blimp_principle_A_domain_3"
247
  },
248
  "blimp_principle_A_reconstruction": {
@@ -252,22 +252,22 @@
252
  },
253
  "blimp_regular_plural_subject_verb_agreement_1": {
254
  "acc,none": 0.965,
255
- "acc_stderr,none": 0.005814534272734965,
256
  "alias": " - blimp_regular_plural_subject_verb_agreement_1"
257
  },
258
  "blimp_regular_plural_subject_verb_agreement_2": {
259
  "acc,none": 0.909,
260
- "acc_stderr,none": 0.009099549538400248,
261
  "alias": " - blimp_regular_plural_subject_verb_agreement_2"
262
  },
263
  "blimp_sentential_negation_npi_licensor_present": {
264
  "acc,none": 0.985,
265
- "acc_stderr,none": 0.003845749574503012,
266
  "alias": " - blimp_sentential_negation_npi_licensor_present"
267
  },
268
  "blimp_sentential_negation_npi_scope": {
269
  "acc,none": 0.759,
270
- "acc_stderr,none": 0.01353152253451541,
271
  "alias": " - blimp_sentential_negation_npi_scope"
272
  },
273
  "blimp_sentential_subject_island": {
@@ -277,7 +277,7 @@
277
  },
278
  "blimp_superlative_quantifiers_1": {
279
  "acc,none": 0.848,
280
- "acc_stderr,none": 0.01135891830347528,
281
  "alias": " - blimp_superlative_quantifiers_1"
282
  },
283
  "blimp_superlative_quantifiers_2": {
@@ -287,17 +287,17 @@
287
  },
288
  "blimp_tough_vs_raising_1": {
289
  "acc,none": 0.709,
290
- "acc_stderr,none": 0.014370995982377953,
291
  "alias": " - blimp_tough_vs_raising_1"
292
  },
293
  "blimp_tough_vs_raising_2": {
294
  "acc,none": 0.877,
295
- "acc_stderr,none": 0.010391293421849883,
296
  "alias": " - blimp_tough_vs_raising_2"
297
  },
298
  "blimp_transitive": {
299
  "acc,none": 0.891,
300
- "acc_stderr,none": 0.009859828407037195,
301
  "alias": " - blimp_transitive"
302
  },
303
  "blimp_wh_island": {
@@ -312,39 +312,39 @@
312
  },
313
  "blimp_wh_questions_subject_gap": {
314
  "acc,none": 0.949,
315
- "acc_stderr,none": 0.006960420062571401,
316
  "alias": " - blimp_wh_questions_subject_gap"
317
  },
318
  "blimp_wh_questions_subject_gap_long_distance": {
319
- "acc,none": 0.909,
320
- "acc_stderr,none": 0.00909954953840024,
321
  "alias": " - blimp_wh_questions_subject_gap_long_distance"
322
  },
323
  "blimp_wh_vs_that_no_gap": {
324
  "acc,none": 0.975,
325
- "acc_stderr,none": 0.004939574819698455,
326
  "alias": " - blimp_wh_vs_that_no_gap"
327
  },
328
  "blimp_wh_vs_that_no_gap_long_distance": {
329
- "acc,none": 0.962,
330
- "acc_stderr,none": 0.006049181150584934,
331
  "alias": " - blimp_wh_vs_that_no_gap_long_distance"
332
  },
333
  "blimp_wh_vs_that_with_gap": {
334
  "acc,none": 0.467,
335
- "acc_stderr,none": 0.015784807891138786,
336
  "alias": " - blimp_wh_vs_that_with_gap"
337
  },
338
  "blimp_wh_vs_that_with_gap_long_distance": {
339
- "acc,none": 0.398,
340
- "acc_stderr,none": 0.015486634102858924,
341
  "alias": " - blimp_wh_vs_that_with_gap_long_distance"
342
  }
343
  },
344
  "groups": {
345
  "blimp": {
346
- "acc,none": 0.8336119402985075,
347
- "acc_stderr,none": 0.15146721524356344,
348
  "alias": "blimp"
349
  }
350
  },
@@ -2245,5 +2245,5 @@
2245
  "bootstrap_iters": 100000,
2246
  "gen_kwargs": null
2247
  },
2248
- "git_hash": "26d753c"
2249
  }
 
1
  {
2
  "results": {
3
  "blimp": {
4
+ "acc,none": 0.8335820895522388,
5
+ "acc_stderr,none": 0.15608876087902862,
6
  "alias": "blimp"
7
  },
8
  "blimp_adjunct_island": {
9
  "acc,none": 0.9,
10
+ "acc_stderr,none": 0.009491579957525044,
11
  "alias": " - blimp_adjunct_island"
12
  },
13
  "blimp_anaphor_gender_agreement": {
14
  "acc,none": 0.992,
15
+ "acc_stderr,none": 0.0028185003005045052,
16
  "alias": " - blimp_anaphor_gender_agreement"
17
  },
18
  "blimp_anaphor_number_agreement": {
19
  "acc,none": 0.995,
20
+ "acc_stderr,none": 0.002231586874844882,
21
  "alias": " - blimp_anaphor_number_agreement"
22
  },
23
  "blimp_animate_subject_passive": {
24
  "acc,none": 0.797,
25
+ "acc_stderr,none": 0.012726073744598276,
26
  "alias": " - blimp_animate_subject_passive"
27
  },
28
  "blimp_animate_subject_trans": {
29
  "acc,none": 0.907,
30
+ "acc_stderr,none": 0.009188875634996695,
31
  "alias": " - blimp_animate_subject_trans"
32
  },
33
  "blimp_causative": {
34
  "acc,none": 0.779,
35
+ "acc_stderr,none": 0.01312750285969626,
36
  "alias": " - blimp_causative"
37
  },
38
  "blimp_complex_NP_island": {
 
47
  },
48
  "blimp_coordinate_structure_constraint_object_extraction": {
49
  "acc,none": 0.85,
50
+ "acc_stderr,none": 0.01129723982340931,
51
  "alias": " - blimp_coordinate_structure_constraint_object_extraction"
52
  },
53
  "blimp_determiner_noun_agreement_1": {
54
+ "acc,none": 0.997,
55
+ "acc_stderr,none": 0.0017303161543469293,
56
  "alias": " - blimp_determiner_noun_agreement_1"
57
  },
58
  "blimp_determiner_noun_agreement_2": {
59
  "acc,none": 0.991,
60
+ "acc_stderr,none": 0.0029879638431426704,
61
  "alias": " - blimp_determiner_noun_agreement_2"
62
  },
63
  "blimp_determiner_noun_agreement_irregular_1": {
64
  "acc,none": 0.963,
65
+ "acc_stderr,none": 0.005972157622389631,
66
  "alias": " - blimp_determiner_noun_agreement_irregular_1"
67
  },
68
  "blimp_determiner_noun_agreement_irregular_2": {
69
  "acc,none": 0.955,
70
+ "acc_stderr,none": 0.006558812241406115,
71
  "alias": " - blimp_determiner_noun_agreement_irregular_2"
72
  },
73
  "blimp_determiner_noun_agreement_with_adj_2": {
74
  "acc,none": 0.961,
75
+ "acc_stderr,none": 0.006125072776426101,
76
  "alias": " - blimp_determiner_noun_agreement_with_adj_2"
77
  },
78
  "blimp_determiner_noun_agreement_with_adj_irregular_1": {
79
  "acc,none": 0.929,
80
+ "acc_stderr,none": 0.008125578442487907,
81
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_1"
82
  },
83
  "blimp_determiner_noun_agreement_with_adj_irregular_2": {
84
  "acc,none": 0.924,
85
+ "acc_stderr,none": 0.00838416926679638,
86
  "alias": " - blimp_determiner_noun_agreement_with_adj_irregular_2"
87
  },
88
  "blimp_determiner_noun_agreement_with_adjective_1": {
89
  "acc,none": 0.982,
90
+ "acc_stderr,none": 0.004206387249611484,
91
  "alias": " - blimp_determiner_noun_agreement_with_adjective_1"
92
  },
93
  "blimp_distractor_agreement_relational_noun": {
94
+ "acc,none": 0.88,
95
+ "acc_stderr,none": 0.01028132801274741,
96
  "alias": " - blimp_distractor_agreement_relational_noun"
97
  },
98
  "blimp_distractor_agreement_relative_clause": {
99
+ "acc,none": 0.798,
100
+ "acc_stderr,none": 0.012702651587655137,
101
  "alias": " - blimp_distractor_agreement_relative_clause"
102
  },
103
  "blimp_drop_argument": {
104
+ "acc,none": 0.804,
105
+ "acc_stderr,none": 0.012559527926707396,
106
  "alias": " - blimp_drop_argument"
107
  },
108
  "blimp_ellipsis_n_bar_1": {
109
  "acc,none": 0.852,
110
+ "acc_stderr,none": 0.011234866364235242,
111
  "alias": " - blimp_ellipsis_n_bar_1"
112
  },
113
  "blimp_ellipsis_n_bar_2": {
 
117
  },
118
  "blimp_existential_there_object_raising": {
119
  "acc,none": 0.843,
120
+ "acc_stderr,none": 0.011510146979230189,
121
  "alias": " - blimp_existential_there_object_raising"
122
  },
123
  "blimp_existential_there_quantifiers_1": {
124
  "acc,none": 0.989,
125
+ "acc_stderr,none": 0.003299983316607816,
126
  "alias": " - blimp_existential_there_quantifiers_1"
127
  },
128
  "blimp_existential_there_quantifiers_2": {
129
  "acc,none": 0.27,
130
+ "acc_stderr,none": 0.014046255632633913,
131
  "alias": " - blimp_existential_there_quantifiers_2"
132
  },
133
  "blimp_existential_there_subject_raising": {
 
137
  },
138
  "blimp_expletive_it_object_raising": {
139
  "acc,none": 0.827,
140
+ "acc_stderr,none": 0.011967214137559924,
141
  "alias": " - blimp_expletive_it_object_raising"
142
  },
143
  "blimp_inchoative": {
144
+ "acc,none": 0.697,
145
+ "acc_stderr,none": 0.01453968371053524,
146
  "alias": " - blimp_inchoative"
147
  },
148
  "blimp_intransitive": {
149
+ "acc,none": 0.857,
150
+ "acc_stderr,none": 0.01107581480856704,
151
  "alias": " - blimp_intransitive"
152
  },
153
  "blimp_irregular_past_participle_adjectives": {
154
  "acc,none": 0.994,
155
+ "acc_stderr,none": 0.0024433521993298337,
156
  "alias": " - blimp_irregular_past_participle_adjectives"
157
  },
158
  "blimp_irregular_past_participle_verbs": {
159
  "acc,none": 0.915,
160
+ "acc_stderr,none": 0.008823426366942317,
161
  "alias": " - blimp_irregular_past_participle_verbs"
162
  },
163
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331
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332
  "cmmlu_legal_and_moral_basis": {
333
  "acc,none": 0.24766355140186916,
334
- "acc_stderr,none": 0.029576535293164476,
335
  "acc_norm,none": 0.24766355140186916,
336
- "acc_norm_stderr,none": 0.029576535293164476,
337
  "alias": " - cmmlu_legal_and_moral_basis"
338
  },
339
  "cmmlu_logical": {
340
  "acc,none": 0.21951219512195122,
341
- "acc_stderr,none": 0.037474208760847595,
342
  "acc_norm,none": 0.21951219512195122,
343
- "acc_norm_stderr,none": 0.037474208760847595,
344
  "alias": " - cmmlu_logical"
345
  },
346
  "cmmlu_machine_learning": {
347
  "acc,none": 0.2459016393442623,
348
- "acc_stderr,none": 0.03914731903595733,
349
  "acc_norm,none": 0.2459016393442623,
350
- "acc_norm_stderr,none": 0.03914731903595733,
351
  "alias": " - cmmlu_machine_learning"
352
  },
353
  "cmmlu_management": {
354
  "acc,none": 0.24285714285714285,
355
- "acc_stderr,none": 0.02966137041396584,
356
  "acc_norm,none": 0.24285714285714285,
357
- "acc_norm_stderr,none": 0.02966137041396584,
358
  "alias": " - cmmlu_management"
359
  },
360
  "cmmlu_marketing": {
361
  "acc,none": 0.26666666666666666,
362
- "acc_stderr,none": 0.03305282343736876,
363
  "acc_norm,none": 0.26666666666666666,
364
- "acc_norm_stderr,none": 0.03305282343736876,
365
  "alias": " - cmmlu_marketing"
366
  },
367
  "cmmlu_marxist_theory": {
368
  "acc,none": 0.25925925925925924,
369
- "acc_stderr,none": 0.03196107138009966,
370
  "acc_norm,none": 0.25925925925925924,
371
- "acc_norm_stderr,none": 0.03196107138009966,
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": 0.03780019230438014,
384
  "acc_norm,none": 0.2896551724137931,
385
- "acc_norm_stderr,none": 0.03780019230438014,
386
  "alias": " - cmmlu_nutrition"
387
  },
388
  "cmmlu_philosophy": {
389
  "acc,none": 0.20952380952380953,
390
- "acc_stderr,none": 0.039906571509931855,
391
  "acc_norm,none": 0.20952380952380953,
392
- "acc_norm_stderr,none": 0.039906571509931855,
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": 0.03011304016776726,
405
  "acc_norm,none": 0.2559241706161137,
406
- "acc_norm_stderr,none": 0.03011304016776726,
407
  "alias": " - cmmlu_professional_law"
408
  },
409
  "cmmlu_professional_medicine": {
410
  "acc,none": 0.23670212765957446,
411
- "acc_stderr,none": 0.021949896304751585,
412
  "acc_norm,none": 0.23670212765957446,
413
- "acc_norm_stderr,none": 0.021949896304751585,
414
  "alias": " - cmmlu_professional_medicine"
415
  },
416
  "cmmlu_professional_psychology": {
@@ -436,16 +436,16 @@
436
  },
437
  "cmmlu_sociology": {
438
  "acc,none": 0.252212389380531,
439
- "acc_stderr,none": 0.02895216745089081,
440
  "acc_norm,none": 0.252212389380531,
441
- "acc_norm_stderr,none": 0.02895216745089081,
442
  "alias": " - cmmlu_sociology"
443
  },
444
  "cmmlu_sports_science": {
445
  "acc,none": 0.26666666666666666,
446
- "acc_stderr,none": 0.03453131801885415,
447
  "acc_norm,none": 0.26666666666666666,
448
- "acc_norm_stderr,none": 0.03453131801885415,
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": 0.03244189290245473,
475
  "acc_norm,none": 0.2125,
476
- "acc_norm_stderr,none": 0.03244189290245473,
477
  "alias": " - cmmlu_world_religions"
478
  }
479
  },
480
  "groups": {
481
  "cmmlu": {
482
- "acc,none": 0.24969780694180618,
483
- "acc_stderr,none": 0.038129238101053516,
484
- "acc_norm,none": 0.24969780694180618,
485
- "acc_norm_stderr,none": 0.038129238101053516,
486
  "alias": "cmmlu"
487
  }
488
  },
@@ -3321,5 +3321,5 @@
3321
  "bootstrap_iters": 100000,
3322
  "gen_kwargs": null
3323
  },
3324
- "git_hash": "26d753c"
3325
  }
 
1
  {
2
  "results": {
3
  "cmmlu": {
4
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5
+ "acc_stderr,none": 0.03810581351954912,
6
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7
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8
  "alias": "cmmlu"
9
  },
10
  "cmmlu_agronomy": {
11
  "acc,none": 0.21893491124260356,
12
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13
  "acc_norm,none": 0.21893491124260356,
14
+ "acc_norm_stderr,none": 0.03190409884491231,
15
  "alias": " - cmmlu_agronomy"
16
  },
17
  "cmmlu_anatomy": {
18
  "acc,none": 0.24324324324324326,
19
+ "acc_stderr,none": 0.035386684903133896,
20
  "acc_norm,none": 0.24324324324324326,
21
+ "acc_norm_stderr,none": 0.035386684903133896,
22
  "alias": " - cmmlu_anatomy"
23
  },
24
  "cmmlu_ancient_chinese": {
25
  "acc,none": 0.27439024390243905,
26
+ "acc_stderr,none": 0.0349495901617754,
27
  "acc_norm,none": 0.27439024390243905,
28
+ "acc_norm_stderr,none": 0.0349495901617754,
29
  "alias": " - cmmlu_ancient_chinese"
30
  },
31
  "cmmlu_arts": {
32
  "acc,none": 0.25625,
33
+ "acc_stderr,none": 0.034621578458651416,
34
  "acc_norm,none": 0.25625,
35
+ "acc_norm_stderr,none": 0.034621578458651416,
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": 0.03346409881055953,
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
+ "acc_norm_stderr,none": 0.039153454088478354,
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
  "acc_norm,none": 0.2336448598130841,
77
+ "acc_norm_stderr,none": 0.041099848424639956,
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
+ "acc_norm_stderr,none": 0.02395399754093217,
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
  "acc_norm,none": 0.2122905027932961,
98
+ "acc_norm_stderr,none": 0.03065055356439329,
99
  "alias": " - cmmlu_chinese_teacher_qualification"
100
  },
101
  "cmmlu_clinical_knowledge": {
102
  "acc,none": 0.2489451476793249,
103
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104
  "acc_norm,none": 0.2489451476793249,
105
+ "acc_norm_stderr,none": 0.028146970599422644,
106
  "alias": " - cmmlu_clinical_knowledge"
107
  },
108
  "cmmlu_college_actuarial_science": {
109
  "acc,none": 0.22641509433962265,
110
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111
  "acc_norm,none": 0.22641509433962265,
112
+ "acc_norm_stderr,none": 0.040842473153371,
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
  "acc_norm,none": 0.2641509433962264,
126
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127
  "alias": " - cmmlu_college_engineering_hydrology"
128
  },
129
  "cmmlu_college_law": {
 
142
  },
143
  "cmmlu_college_medical_statistics": {
144
  "acc,none": 0.2830188679245283,
145
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146
  "acc_norm,none": 0.2830188679245283,
147
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148
  "alias": " - cmmlu_college_medical_statistics"
149
  },
150
  "cmmlu_college_medicine": {
151
  "acc,none": 0.2564102564102564,
152
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153
  "acc_norm,none": 0.2564102564102564,
154
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155
  "alias": " - cmmlu_college_medicine"
156
  },
157
  "cmmlu_computer_science": {
 
177
  },
178
  "cmmlu_construction_project_management": {
179
  "acc,none": 0.2158273381294964,
180
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181
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182
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183
  "alias": " - cmmlu_construction_project_management"
184
  },
185
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186
  "acc,none": 0.25157232704402516,
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
  "acc_norm,none": 0.2441860465116279,
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
  "acc_norm,none": 0.23809523809523808,
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
  },
220
  "cmmlu_elementary_information_and_technology": {
 
226
  },
227
  "cmmlu_elementary_mathematics": {
228
  "acc,none": 0.2608695652173913,
229
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230
  "acc_norm,none": 0.2608695652173913,
231
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232
  "alias": " - cmmlu_elementary_mathematics"
233
  },
234
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235
  "acc,none": 0.2740740740740741,
236
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237
  "acc_norm,none": 0.2740740740740741,
238
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239
  "alias": " - cmmlu_ethnology"
240
  },
241
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242
  "acc,none": 0.26573426573426573,
243
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244
  "acc_norm,none": 0.26573426573426573,
245
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246
  "alias": " - cmmlu_food_science"
247
  },
248
  "cmmlu_genetics": {
 
254
  },
255
  "cmmlu_global_facts": {
256
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257
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258
  "acc_norm,none": 0.2348993288590604,
259
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260
  "alias": " - cmmlu_global_facts"
261
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262
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263
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264
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265
  "acc_norm,none": 0.23668639053254437,
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
  "acc_norm,none": 0.2457627118644068,
280
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281
  "alias": " - cmmlu_high_school_geography"
282
  },
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
  },
290
  "cmmlu_high_school_physics": {
 
296
  },
297
  "cmmlu_high_school_politics": {
298
  "acc,none": 0.23076923076923078,
299
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300
  "acc_norm,none": 0.23076923076923078,
301
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302
  "alias": " - cmmlu_high_school_politics"
303
  },
304
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305
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306
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307
  "acc_norm,none": 0.23809523809523808,
308
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309
  "alias": " - cmmlu_human_sexuality"
310
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311
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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
  },
318
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319
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320
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321
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322
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323
  "alias": " - cmmlu_journalism"
324
  },
325
  "cmmlu_jurisprudence": {
 
331
  },
332
  "cmmlu_legal_and_moral_basis": {
333
  "acc,none": 0.24766355140186916,
334
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335
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336
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337
  "alias": " - cmmlu_legal_and_moral_basis"
338
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339
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340
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341
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342
  "acc_norm,none": 0.21951219512195122,
343
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344
  "alias": " - cmmlu_logical"
345
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346
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347
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348
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349
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350
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351
  "alias": " - cmmlu_machine_learning"
352
  },
353
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354
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355
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356
  "acc_norm,none": 0.24285714285714285,
357
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358
  "alias": " - cmmlu_management"
359
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360
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361
  "acc,none": 0.26666666666666666,
362
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363
  "acc_norm,none": 0.26666666666666666,
364
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365
  "alias": " - cmmlu_marketing"
366
  },
367
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368
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369
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370
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371
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372
  "alias": " - cmmlu_marxist_theory"
373
  },
374
  "cmmlu_modern_chinese": {
 
380
  },
381
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382
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383
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384
  "acc_norm,none": 0.2896551724137931,
385
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386
  "alias": " - cmmlu_nutrition"
387
  },
388
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389
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390
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391
  "acc_norm,none": 0.20952380952380953,
392
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393
  "alias": " - cmmlu_philosophy"
394
  },
395
  "cmmlu_professional_accounting": {
 
401
  },
402
  "cmmlu_professional_law": {
403
  "acc,none": 0.2559241706161137,
404
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405
  "acc_norm,none": 0.2559241706161137,
406
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407
  "alias": " - cmmlu_professional_law"
408
  },
409
  "cmmlu_professional_medicine": {
410
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411
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412
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  },
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
  },
104
  "blimp_determiner_noun_agreement_irregular_2": {
105
  "acc,none": 0.956,
106
- "acc_stderr,none": 0.006488921798427419,
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": 0.005893957816165545,
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
  },
139
  "blimp_drop_argument": {
140
  "acc,none": 0.804,
141
- "acc_stderr,none": 0.012559527926707377,
142
  "alias": " - blimp_drop_argument"
143
  },
144
  "blimp_ellipsis_n_bar_1": {
145
  "acc,none": 0.86,
146
- "acc_stderr,none": 0.010978183844357796,
147
  "alias": " - blimp_ellipsis_n_bar_1"
148
  },
149
  "blimp_ellipsis_n_bar_2": {
150
  "acc,none": 0.885,
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
  "acc,none": 0.99,
161
- "acc_stderr,none": 0.0031480009386767667,
162
  "alias": " - blimp_existential_there_quantifiers_1"
163
  },
164
  "blimp_existential_there_quantifiers_2": {
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
- "acc,none": 0.698,
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
  },
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": {
@@ -208,27 +208,27 @@
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
  },
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
  "acc,none": 0.57,
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": {
@@ -238,22 +238,22 @@
238
  },
239
  "blimp_only_npi_scope": {
240
  "acc,none": 0.726,
241
- "acc_stderr,none": 0.014111099288259587,
242
  "alias": " - blimp_only_npi_scope"
243
  },
244
  "blimp_passive_1": {
245
- "acc,none": 0.901,
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
- "acc,none": 0.839,
256
- "acc_stderr,none": 0.011628164696727191,
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": 0.005814534272734976,
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
- "acc_stderr,none": 0.009363689373248123,
277
  "alias": " - blimp_principle_A_domain_2"
278
  },
279
  "blimp_principle_A_domain_3": {
280
  "acc,none": 0.755,
281
- "acc_stderr,none": 0.01360735683959812,
282
  "alias": " - blimp_principle_A_domain_3"
283
  },
284
  "blimp_principle_A_reconstruction": {
285
  "acc,none": 0.469,
286
- "acc_stderr,none": 0.015788865959539006,
287
  "alias": " - blimp_principle_A_reconstruction"
288
  },
289
  "blimp_regular_plural_subject_verb_agreement_1": {
290
  "acc,none": 0.966,
291
- "acc_stderr,none": 0.005733836139695456,
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
- "acc,none": 0.76,
306
- "acc_stderr,none": 0.01351231225892086,
307
  "alias": " - blimp_sentential_negation_npi_scope"
308
  },
309
  "blimp_sentential_subject_island": {
310
  "acc,none": 0.45,
311
- "acc_stderr,none": 0.015740004693383845,
312
  "alias": " - blimp_sentential_subject_island"
313
  },
314
  "blimp_superlative_quantifiers_1": {
315
  "acc,none": 0.848,
316
- "acc_stderr,none": 0.011358918303475282,
317
  "alias": " - blimp_superlative_quantifiers_1"
318
  },
319
  "blimp_superlative_quantifiers_2": {
320
  "acc,none": 0.746,
321
- "acc_stderr,none": 0.013772206565168543,
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": 0.010318210380946097,
332
  "alias": " - blimp_tough_vs_raising_2"
333
  },
334
  "blimp_transitive": {
335
  "acc,none": 0.89,
336
- "acc_stderr,none": 0.009899393819724454,
337
  "alias": " - blimp_transitive"
338
  },
339
  "blimp_wh_island": {
340
  "acc,none": 0.759,
341
- "acc_stderr,none": 0.013531522534515441,
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": 0.006695956678163044,
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": 0.004742730594656799,
362
  "alias": " - blimp_wh_vs_that_no_gap"
363
  },
364
  "blimp_wh_vs_that_no_gap_long_distance": {
365
- "acc,none": 0.963,
366
- "acc_stderr,none": 0.005972157622389627,
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": 0.015782683329937628,
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": 5.055848874703582,
381
- "perplexity_stderr,none": 0.11854541385297362,
382
  "acc,none": 0.6568988938482437,
383
- "acc_stderr,none": 0.00661412498246103,
384
  "alias": " - lambada_openai"
385
  },
386
  "logiqa": {
387
  "acc,none": 0.2457757296466974,
388
- "acc_stderr,none": 0.016887410894296944,
389
  "acc_norm,none": 0.29493087557603687,
390
- "acc_norm_stderr,none": 0.01788624973410439,
391
  "alias": " - logiqa"
392
  },
393
  "mmlu": {
394
  "acc,none": 0.2525993448226748,
395
- "acc_stderr,none": 0.040307493548653484,
396
  "alias": " - mmlu"
397
  },
398
  "mmlu_humanities": {
399
  "alias": " - humanities",
400
  "acc,none": 0.24017003188097769,
401
- "acc_stderr,none": 0.02846445329020722
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": 0.03287666758603489
412
  },
413
  "mmlu_high_school_us_history": {
414
  "alias": " - high_school_us_history",
415
  "acc,none": 0.27941176470588236,
416
- "acc_stderr,none": 0.031493281045079556
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": 0.021966309947043124
442
  },
443
  "mmlu_moral_scenarios": {
444
  "alias": " - moral_scenarios",
445
  "acc,none": 0.2346368715083799,
446
- "acc_stderr,none": 0.014173044098303679
447
  },
448
  "mmlu_philosophy": {
449
  "alias": " - philosophy",
450
  "acc,none": 0.2540192926045016,
451
- "acc_stderr,none": 0.02472386150477169
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": 0.011054538377832327
462
  },
463
  "mmlu_world_religions": {
464
  "alias": " - world_religions",
@@ -467,8 +467,8 @@
467
  },
468
  "mmlu_other": {
469
  "alias": " - other",
470
- "acc,none": 0.25683939491470875,
471
- "acc_stderr,none": 0.0522579537349914
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": 0.028727502957880263
482
  },
483
  "mmlu_college_medicine": {
484
  "alias": " - college_medicine",
485
  "acc,none": 0.3236994219653179,
486
- "acc_stderr,none": 0.03567603799639171
487
  },
488
  "mmlu_global_facts": {
489
  "alias": " - global_facts",
490
  "acc,none": 0.2,
491
- "acc_stderr,none": 0.04020151261036845
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": 0.026655699653922754
507
  },
508
  "mmlu_medical_genetics": {
509
  "alias": " - medical_genetics",
510
  "acc,none": 0.32,
511
- "acc_stderr,none": 0.04688261722621505
512
  },
513
  "mmlu_miscellaneous": {
514
  "alias": " - miscellaneous",
515
  "acc,none": 0.22349936143039592,
516
- "acc_stderr,none": 0.014897235229450707
517
  },
518
  "mmlu_nutrition": {
519
  "alias": " - nutrition",
520
  "acc,none": 0.30718954248366015,
521
- "acc_stderr,none": 0.026415601914388992
522
  },
523
  "mmlu_professional_accounting": {
524
  "alias": " - professional_accounting",
525
  "acc,none": 0.24822695035460993,
526
- "acc_stderr,none": 0.025770015644290396
527
  },
528
  "mmlu_professional_medicine": {
529
  "alias": " - professional_medicine",
530
  "acc,none": 0.25735294117647056,
531
- "acc_stderr,none": 0.026556519470041524
532
  },
533
  "mmlu_virology": {
534
  "alias": " - virology",
@@ -537,18 +537,18 @@
537
  },
538
  "mmlu_social_sciences": {
539
  "alias": " - social_sciences",
540
- "acc,none": 0.26454338641533964,
541
- "acc_stderr,none": 0.035104462687444514
542
  },
543
  "mmlu_econometrics": {
544
  "alias": " - econometrics",
545
  "acc,none": 0.2719298245614035,
546
- "acc_stderr,none": 0.04185774424022056
547
  },
548
  "mmlu_high_school_geography": {
549
  "alias": " - high_school_geography",
550
  "acc,none": 0.3333333333333333,
551
- "acc_stderr,none": 0.03358618145732524
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": 0.022211106810061665
562
  },
563
  "mmlu_high_school_microeconomics": {
564
  "alias": " - high_school_microeconomics",
565
  "acc,none": 0.2605042016806723,
566
- "acc_stderr,none": 0.028510251512341937
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": 0.041220665028782834
587
  },
588
  "mmlu_security_studies": {
589
  "alias": " - security_studies",
590
  "acc,none": 0.2612244897959184,
591
- "acc_stderr,none": 0.028123429335142787
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": 0.04453006538941384
607
  },
608
  "mmlu_abstract_algebra": {
609
  "alias": " - abstract_algebra",
610
  "acc,none": 0.26,
611
- "acc_stderr,none": 0.0440844002276808
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": 0.03745554791462457
627
  },
628
  "mmlu_college_chemistry": {
629
  "alias": " - college_chemistry",
630
  "acc,none": 0.34,
631
- "acc_stderr,none": 0.047609522856952344
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": 0.042295258468165044
642
  },
643
  "mmlu_college_physics": {
644
  "alias": " - college_physics",
645
  "acc,none": 0.2647058823529412,
646
- "acc_stderr,none": 0.04389869956808778
647
  },
648
  "mmlu_computer_security": {
649
  "alias": " - computer_security",
650
  "acc,none": 0.22,
651
- "acc_stderr,none": 0.041633319989322674
652
  },
653
  "mmlu_conceptual_physics": {
654
  "alias": " - conceptual_physics",
655
  "acc,none": 0.18723404255319148,
656
- "acc_stderr,none": 0.025501588341883607
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": 0.023517294335963276
667
  },
668
  "mmlu_high_school_biology": {
669
  "alias": " - high_school_biology",
670
  "acc,none": 0.2903225806451613,
671
- "acc_stderr,none": 0.025822106119415895
672
  },
673
  "mmlu_high_school_chemistry": {
674
  "alias": " - high_school_chemistry",
675
  "acc,none": 0.22167487684729065,
676
- "acc_stderr,none": 0.029225575892489614
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": 0.029886910547626964
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": 0.010575111841364905,
706
  "acc_norm,none": 0.7132752992383025,
707
- "acc_norm_stderr,none": 0.010551314503108066,
708
  "alias": " - piqa"
709
  },
710
  "sciq": {
711
  "acc,none": 0.897,
712
- "acc_stderr,none": 0.009616833339695794,
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": 0.01381695429513568,
729
  "alias": " - winogrande"
730
  },
731
  "wsc": {
@@ -736,56 +736,56 @@
736
  },
737
  "groups": {
738
  "pythia": {
739
- "acc,none": 0.7164605671706539,
740
- "acc_stderr,none": 0.14789076490387115,
741
- "acc_norm,none": 0.4995181848102748,
742
- "acc_norm_stderr,none": 0.004104666186181291,
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": 5.055848874703582,
750
- "perplexity_stderr,none": 0.11854541385297362,
751
  "alias": "pythia"
752
  },
753
  "ai2_arc": {
754
- "acc,none": 0.5112739571589628,
755
- "acc_stderr,none": 0.05328644743351001,
756
- "acc_norm,none": 0.49239007891770004,
757
- "acc_norm_stderr,none": 0.039338607304674596,
758
  "alias": " - ai2_arc"
759
  },
760
  "blimp": {
761
- "acc,none": 0.8336865671641791,
762
- "acc_stderr,none": 0.1520388604502955,
763
  "alias": " - blimp"
764
  },
765
  "mmlu": {
766
  "acc,none": 0.2525993448226748,
767
- "acc_stderr,none": 0.040307493548653484,
768
  "alias": " - mmlu"
769
  },
770
  "mmlu_humanities": {
771
  "alias": " - humanities",
772
  "acc,none": 0.24017003188097769,
773
- "acc_stderr,none": 0.02846445329020722
774
  },
775
  "mmlu_other": {
776
  "alias": " - other",
777
- "acc,none": 0.25683939491470875,
778
- "acc_stderr,none": 0.0522579537349914
779
  },
780
  "mmlu_social_sciences": {
781
  "alias": " - social_sciences",
782
- "acc,none": 0.26454338641533964,
783
- "acc_stderr,none": 0.035104462687444514
784
  },
785
  "mmlu_stem": {
786
  "alias": " - stem",
787
  "acc,none": 0.25531240088804313,
788
- "acc_stderr,none": 0.04453006538941384
789
  }
790
  },
791
  "configs": {
@@ -5230,5 +5230,5 @@
5230
  "bootstrap_iters": 100000,
5231
  "gen_kwargs": null
5232
  },
5233
- "git_hash": "26d753c"
5234
  }
 
1
  {
2
  "results": {
3
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4
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5
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6
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7
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8
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9
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10
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11
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12
  "bits_per_byte,none": 0.719096605535433,
13
  "bits_per_byte_stderr,none": "N/A",
14
+ "perplexity,none": 5.055622995636905,
15
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16
  "alias": "pythia"
17
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18
  "ai2_arc": {
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
  "arc_challenge": {
26
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27
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28
  "acc_norm,none": 0.3302047781569966,
29
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30
  "alias": " - arc_challenge"
31
  },
32
  "arc_easy": {
33
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34
+ "acc_stderr,none": 0.009951575683331946,
35
+ "acc_norm,none": 0.5728114478114478,
36
+ "acc_norm_stderr,none": 0.010150415974210871,
37
  "alias": " - arc_easy"
38
  },
39
  "blimp": {
40
+ "acc,none": 0.833686567164179,
41
+ "acc_stderr,none": 0.15664937058746153,
42
  "alias": " - blimp"
43
  },
44
  "blimp_adjunct_island": {
45
  "acc,none": 0.901,
46
+ "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
  },
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
  },
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
  },
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
  },
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
  },
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
  },
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
  },
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
  },
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
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366
+ "acc_stderr,none": 0.005893957816165585,
367
  "alias": " - blimp_wh_vs_that_no_gap_long_distance"
368
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+ size 55729
lm-eval-output/RWKV/rwkv-5-world-1b5/xstorycloze/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json CHANGED
@@ -2,17 +2,17 @@
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  "results": {
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  "xstorycloze": {
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  "alias": "xstorycloze"
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  "alias": " - xstorycloze_ar"
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  "alias": " - xstorycloze_en"
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  },
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  "xstorycloze_es": {
@@ -27,44 +27,44 @@
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  },
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  "xstorycloze_hi": {
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  "acc,none": 0.5407015221707479,
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- "acc_stderr,none": 0.012824422739625582,
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  "alias": " - xstorycloze_hi"
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  },
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  "xstorycloze_id": {
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- "acc_stderr,none": 0.012523231571141193,
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  "alias": " - xstorycloze_id"
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  },
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  "acc,none": 0.49172733289212445,
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- "acc_stderr,none": 0.012865364020375405,
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  "alias": " - xstorycloze_my"
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  },
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- "acc_stderr,none": 0.012486070771171328,
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  "alias": " - xstorycloze_ru"
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  },
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- "acc_stderr,none": 0.012863672949335873,
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  "alias": " - xstorycloze_sw"
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  "alias": " - xstorycloze_zh"
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- "acc_stderr,none": 0.05553120662532892,
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  "alias": "xstorycloze"
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@@ -419,5 +419,5 @@
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  "gen_kwargs": null
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- "git_hash": "01b4e4a"
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  }
 
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  "alias": " - xstorycloze_hi"
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  "alias": " - xstorycloze_sw"
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  "gen_kwargs": null
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