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rwkv-x-dev
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lm-eval-data

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results update

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  1. compile-results.ipynb +87 -67
compile-results.ipynb CHANGED
@@ -2,7 +2,7 @@
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  "cells": [
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  {
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  "cell_type": "code",
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- "execution_count": 127,
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  "metadata": {},
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  "outputs": [
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  {
@@ -11,10 +11,10 @@
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  "text": [
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  "Defaulting to user installation because normal site-packages is not writeable\n",
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  "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n",
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- "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
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- "Requirement already satisfied: numpy<2,>=1.22.4 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (1.26.1)\n",
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  "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
 
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  "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2.8.2)\n",
 
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  "Requirement already satisfied: six>=1.5 in /Library/Developer/CommandLineTools/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/site-packages (from python-dateutil>=2.8.2->pandas) (1.15.0)\n",
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  "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n",
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  "You should consider upgrading via the '/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
@@ -36,14 +36,14 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 128,
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  "metadata": {},
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  "outputs": [
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  {
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  "name": "stdout",
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  "output_type": "stream",
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  "text": [
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- "Found 5008 results.json files\n"
47
  ]
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  }
49
  ],
@@ -71,7 +71,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 129,
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  "metadata": {},
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  "outputs": [
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  {
@@ -156,16 +156,16 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 130,
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  "metadata": {},
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  "outputs": [
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  {
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  "name": "stdout",
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  "output_type": "stream",
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  "text": [
166
- "Found 103 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', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/1_3-C5-rwkv-270_pth', './rwkv-x-dev/1_0_pth', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/1_3-C1-rwkv-340_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-4k-test2-fix3-blink-final_pth', './rwkv-x-dev/R4-7B-15t-With-Mask_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/R4-with-shuffle-rwkv-53_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/EagleX-1_7T_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/rwkv-230_pth', './rwkv-x-dev/1_3-C0-rwkv-60_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/R4-7B-Base-No-Mask_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/RWKV-32K-5B-RW_pth', './rwkv-x-dev/R4-7B-15t-32k-No-Mask_pth', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-60_pth', './rwkv-x-dev/EagleX_1-7T_Chat_pth', './rwkv-x-dev/1_3-C1-rwkv-390_pth', './rwkv-x-dev/1_3-C1-rwkv-20_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-7B-Base-32k-No-Mask_pth', './rwkv-x-dev/R4-no-shuffle-rwkv-53_pth', './rwkv-x-dev/1_3-C2-rwkv-648_pth', './rwkv-x-dev/1_3-C2-rwkv-250_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/1_3-C0-rwkv-140_pth', './rwkv-x-dev/Eagle-225-1FT', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-450_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/1_3-C0-PREPRERUN-rwkv-40_pth', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/R4-7B-15t-No-Mask_pth', './rwkv-x-dev/1_0-c1-290_pth', './rwkv-x-dev/R4-1B5-With-Mask_pth', './rwkv-x-dev/1_3-C0-PREPRERUN-rwkv-30_pth', './rwkv-x-dev/1_3-C0-rwkv-70_pth', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/R4-7B-Base-With-Mask_pth', 'rwkv-x-dev/v5-Eagle-7B-1_0T-HF', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-30_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/1_3-C1-rwkv-190_pth', './rwkv-x-dev/R4-7B-15t-extd-e3_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/1_3-C0-rwkv-153_pth', './rwkv-x-dev/R4-7B-15t-extd-e2_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'togethercomputer/RedPajama-INCITE-7B-Base', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'facebook/opt-2.7b', 'facebook/opt-6.7b', 'facebook/opt-1.3b', 'tiiuae/falcon-7b-instruct', 'tiiuae/falcon-rw-1b', 'tiiuae/falcon-rw-7b', 'tiiuae/falcon-7b', 'huggyllama/llama-7b', 'meta-llama/Llama-2-7b-chat-hf', 'meta-llama/Llama-2-7b-hf']\n",
169
  "Saved to compiled-lm-eval-results.json\n"
170
  ]
171
  }
@@ -199,7 +199,7 @@
199
  },
200
  {
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  "cell_type": "code",
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- "execution_count": 131,
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  "metadata": {},
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  "outputs": [
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  {
@@ -489,6 +489,22 @@
489
  " </tr>\n",
490
  " <tr>\n",
491
  " <th>32</th>\n",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
492
  " <td>togethercomputer/RedPajama-INCITE-7B-Base</td>\n",
493
  " <td>0.525455</td>\n",
494
  " <td>0.036407</td>\n",
@@ -496,7 +512,7 @@
496
  " <td>0.036407</td>\n",
497
  " </tr>\n",
498
  " <tr>\n",
499
- " <th>33</th>\n",
500
  " <td>togethercomputer/RedPajama-INCITE-7B-Instruct</td>\n",
501
  " <td>0.528545</td>\n",
502
  " <td>0.036470</td>\n",
@@ -504,7 +520,7 @@
504
  " <td>0.036470</td>\n",
505
  " </tr>\n",
506
  " <tr>\n",
507
- " <th>34</th>\n",
508
  " <td>togethercomputer/RedPajama-INCITE-7B-Chat</td>\n",
509
  " <td>0.535455</td>\n",
510
  " <td>0.038723</td>\n",
@@ -512,7 +528,7 @@
512
  " <td>0.038723</td>\n",
513
  " </tr>\n",
514
  " <tr>\n",
515
- " <th>35</th>\n",
516
  " <td>facebook/opt-2.7b</td>\n",
517
  " <td>0.521818</td>\n",
518
  " <td>0.029821</td>\n",
@@ -520,7 +536,7 @@
520
  " <td>0.029821</td>\n",
521
  " </tr>\n",
522
  " <tr>\n",
523
- " <th>36</th>\n",
524
  " <td>facebook/opt-6.7b</td>\n",
525
  " <td>0.522909</td>\n",
526
  " <td>0.027216</td>\n",
@@ -528,7 +544,7 @@
528
  " <td>0.027216</td>\n",
529
  " </tr>\n",
530
  " <tr>\n",
531
- " <th>37</th>\n",
532
  " <td>facebook/opt-1.3b</td>\n",
533
  " <td>0.521818</td>\n",
534
  " <td>0.029112</td>\n",
@@ -536,7 +552,7 @@
536
  " <td>0.029112</td>\n",
537
  " </tr>\n",
538
  " <tr>\n",
539
- " <th>38</th>\n",
540
  " <td>tiiuae/falcon-7b-instruct</td>\n",
541
  " <td>0.536727</td>\n",
542
  " <td>0.053430</td>\n",
@@ -544,7 +560,7 @@
544
  " <td>0.053430</td>\n",
545
  " </tr>\n",
546
  " <tr>\n",
547
- " <th>39</th>\n",
548
  " <td>tiiuae/falcon-rw-1b</td>\n",
549
  " <td>0.522545</td>\n",
550
  " <td>0.029446</td>\n",
@@ -552,7 +568,7 @@
552
  " <td>0.029446</td>\n",
553
  " </tr>\n",
554
  " <tr>\n",
555
- " <th>40</th>\n",
556
  " <td>tiiuae/falcon-rw-7b</td>\n",
557
  " <td>0.535818</td>\n",
558
  " <td>0.033185</td>\n",
@@ -560,7 +576,7 @@
560
  " <td>0.033185</td>\n",
561
  " </tr>\n",
562
  " <tr>\n",
563
- " <th>41</th>\n",
564
  " <td>tiiuae/falcon-7b</td>\n",
565
  " <td>0.559636</td>\n",
566
  " <td>0.071650</td>\n",
@@ -568,7 +584,7 @@
568
  " <td>0.071650</td>\n",
569
  " </tr>\n",
570
  " <tr>\n",
571
- " <th>42</th>\n",
572
  " <td>huggyllama/llama-7b</td>\n",
573
  " <td>0.541818</td>\n",
574
  " <td>0.040718</td>\n",
@@ -576,7 +592,7 @@
576
  " <td>0.040718</td>\n",
577
  " </tr>\n",
578
  " <tr>\n",
579
- " <th>43</th>\n",
580
  " <td>meta-llama/Llama-2-7b-chat-hf</td>\n",
581
  " <td>0.559818</td>\n",
582
  " <td>0.054954</td>\n",
@@ -584,7 +600,7 @@
584
  " <td>0.054954</td>\n",
585
  " </tr>\n",
586
  " <tr>\n",
587
- " <th>44</th>\n",
588
  " <td>meta-llama/Llama-2-7b-hf</td>\n",
589
  " <td>0.566727</td>\n",
590
  " <td>0.052515</td>\n",
@@ -629,19 +645,21 @@
629
  "29 aisingapore/sealion7b 0.559818 \n",
630
  "30 aisingapore/sealion3b 0.559273 \n",
631
  "31 rwkv-x-dev/v5-Eagle-7B-1_0T-HF 0.622364 \n",
632
- "32 togethercomputer/RedPajama-INCITE-7B-Base 0.525455 \n",
633
- "33 togethercomputer/RedPajama-INCITE-7B-Instruct 0.528545 \n",
634
- "34 togethercomputer/RedPajama-INCITE-7B-Chat 0.535455 \n",
635
- "35 facebook/opt-2.7b 0.521818 \n",
636
- "36 facebook/opt-6.7b 0.522909 \n",
637
- "37 facebook/opt-1.3b 0.521818 \n",
638
- "38 tiiuae/falcon-7b-instruct 0.536727 \n",
639
- "39 tiiuae/falcon-rw-1b 0.522545 \n",
640
- "40 tiiuae/falcon-rw-7b 0.535818 \n",
641
- "41 tiiuae/falcon-7b 0.559636 \n",
642
- "42 huggyllama/llama-7b 0.541818 \n",
643
- "43 meta-llama/Llama-2-7b-chat-hf 0.559818 \n",
644
- "44 meta-llama/Llama-2-7b-hf 0.566727 \n",
 
 
645
  "\n",
646
  " avg_acc_stderr xcopa (acc) xcopa (acc_stderr) \n",
647
  "0 0.053879 0.559455 0.053879 \n",
@@ -676,22 +694,24 @@
676
  "29 0.060680 0.559818 0.060680 \n",
677
  "30 0.054490 0.559273 0.054490 \n",
678
  "31 0.072168 0.622364 0.072168 \n",
679
- "32 0.036407 0.525455 0.036407 \n",
680
- "33 0.036470 0.528545 0.036470 \n",
681
- "34 0.038723 0.535455 0.038723 \n",
682
- "35 0.029821 0.521818 0.029821 \n",
683
- "36 0.027216 0.522909 0.027216 \n",
684
- "37 0.029112 0.521818 0.029112 \n",
685
- "38 0.053430 0.536727 0.053430 \n",
686
- "39 0.029446 0.522545 0.029446 \n",
687
- "40 0.033185 0.535818 0.033185 \n",
688
- "41 0.071650 0.559636 0.071650 \n",
689
- "42 0.040718 0.541818 0.040718 \n",
690
- "43 0.054954 0.559818 0.054954 \n",
691
- "44 0.052515 0.566727 0.052515 "
 
 
692
  ]
693
  },
694
- "execution_count": 131,
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  "metadata": {},
696
  "output_type": "execute_result"
697
  }
@@ -892,30 +912,30 @@
892
  },
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  {
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  "cell_type": "code",
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- "execution_count": 132,
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  "metadata": {},
897
  "outputs": [
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  {
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  "name": "stdout",
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  "output_type": "stream",
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  "text": [
902
- "total 30160\n",
903
- "-rw-r--r--@ 1 picocreator staff 1.1M Mar 20 21:03 bf16-all-results-and-groups.csv\n",
904
- "-rw-r--r--@ 1 picocreator staff 274K Mar 20 21:03 bf16-all-simplified-results-and-groups.csv\n",
905
- "-rw-r--r--@ 1 picocreator staff 274K Mar 20 21:03 bf16-all-sorted-results-and-groups.csv\n",
906
- "-rw-r--r--@ 1 picocreator staff 69K Mar 20 21:03 bf16-eng-focus.csv\n",
907
- "-rw-r--r--@ 1 picocreator staff 989K Mar 20 21:03 bf16-eng-results.csv\n",
908
- "-rw-r--r--@ 1 picocreator staff 83K Mar 20 21:03 bf16-eng-summary.csv\n",
909
- "-rw-r--r--@ 1 picocreator staff 103K Mar 20 21:03 bf16-multilang-results.csv\n",
910
- "-rw-r--r--@ 1 picocreator staff 15K Mar 20 21:03 bf16-multilang-summary.csv\n",
911
- "-rw-r--r--@ 1 picocreator staff 69K Mar 20 21:03 bf16-sorted-eng-focus.csv\n",
912
- "-rw-r--r--@ 1 picocreator staff 989K Mar 20 21:03 bf16-sorted-eng-results.csv\n",
913
- "-rw-r--r--@ 1 picocreator staff 83K Mar 20 21:03 bf16-sorted-eng-summary.csv\n",
914
- "-rw-r--r--@ 1 picocreator staff 15K Mar 20 21:03 bf16-sorted-multilang-summary.csv\n",
915
- "-rw-r--r-- 1 picocreator staff 8.3M Mar 20 21:03 compiled-lm-eval-results.json\n",
916
- "-rw-r--r--@ 1 picocreator staff 347K Mar 20 21:03 rwkv-x-dev-bf16-sorted-eng-all.csv\n",
917
- "-rw-r--r--@ 1 picocreator staff 25K Mar 20 21:03 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
918
- "-rw-r--r--@ 1 picocreator staff 22K Mar 20 21:03 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
919
  ]
920
  }
921
  ],
 
2
  "cells": [
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  {
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  "cell_type": "code",
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+ "execution_count": 139,
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  "metadata": {},
7
  "outputs": [
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  {
 
11
  "text": [
12
  "Defaulting to user installation because normal site-packages is not writeable\n",
13
  "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n",
 
 
14
  "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
15
+ "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n",
16
  "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2.8.2)\n",
17
+ "Requirement already satisfied: numpy<2,>=1.22.4 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (1.26.1)\n",
18
  "Requirement already satisfied: six>=1.5 in /Library/Developer/CommandLineTools/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/site-packages (from python-dateutil>=2.8.2->pandas) (1.15.0)\n",
19
  "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n",
20
  "You should consider upgrading via the '/Library/Developer/CommandLineTools/usr/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
 
36
  },
37
  {
38
  "cell_type": "code",
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+ "execution_count": 140,
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  "metadata": {},
41
  "outputs": [
42
  {
43
  "name": "stdout",
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  "output_type": "stream",
45
  "text": [
46
+ "Found 5138 results.json files\n"
47
  ]
48
  }
49
  ],
 
71
  },
72
  {
73
  "cell_type": "code",
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+ "execution_count": 141,
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  "metadata": {},
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  "outputs": [
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  {
 
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  },
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  {
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  "cell_type": "code",
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+ "execution_count": 142,
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  "metadata": {},
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  "outputs": [
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  {
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  "name": "stdout",
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  "output_type": "stream",
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  "text": [
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+ "Found 105 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', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/1_3-C5-rwkv-270_pth', './rwkv-x-dev/1_0_pth', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/1_3-C1-rwkv-340_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-4k-test2-fix3-blink-final_pth', './rwkv-x-dev/R4-7B-15t-With-Mask_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/R4-with-shuffle-rwkv-53_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/EagleX-1_7T_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/rwkv-230_pth', './rwkv-x-dev/1_3-C0-rwkv-60_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/R4-7B-Base-No-Mask_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/RWKV-32K-5B-RW_pth', './rwkv-x-dev/R4-7B-15t-32k-No-Mask_pth', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-60_pth', './rwkv-x-dev/EagleX_1-7T_Chat_pth', './rwkv-x-dev/1_3-C1-rwkv-390_pth', './rwkv-x-dev/1_3-C1-rwkv-20_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-7B-Base-32k-No-Mask_pth', './rwkv-x-dev/R4-no-shuffle-rwkv-53_pth', './rwkv-x-dev/1_3-C2-rwkv-648_pth', './rwkv-x-dev/1_3-C2-rwkv-250_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/1_3-C0-rwkv-140_pth', './rwkv-x-dev/Eagle-225-1FT', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-450_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/1_3-C0-PREPRERUN-rwkv-40_pth', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/R4-7B-15t-No-Mask_pth', './rwkv-x-dev/1_0-c1-290_pth', './rwkv-x-dev/R4-1B5-With-Mask_pth', './rwkv-x-dev/1_3-C0-PREPRERUN-rwkv-30_pth', './rwkv-x-dev/1_3-C0-rwkv-70_pth', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/R4-7B-Base-With-Mask_pth', 'rwkv-x-dev/v5-Eagle-7B-1_0T-HF', './rwkv-x-dev/1_3-C0-PRERUN-rwkv-30_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/1_3-C1-rwkv-190_pth', './rwkv-x-dev/R4-7B-15t-extd-e3_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/1_3-C0-rwkv-153_pth', './rwkv-x-dev/R4-7B-15t-extd-e2_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'SmerkyG/rwkv6-world-1b6', 'SmerkyG/rwkv6-world-3b', '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": 143,
203
  "metadata": {},
204
  "outputs": [
205
  {
 
489
  " </tr>\n",
490
  " <tr>\n",
491
  " <th>32</th>\n",
492
+ " <td>SmerkyG/rwkv6-world-1b6</td>\n",
493
+ " <td>0.579636</td>\n",
494
+ " <td>0.052056</td>\n",
495
+ " <td>0.579636</td>\n",
496
+ " <td>0.052056</td>\n",
497
+ " </tr>\n",
498
+ " <tr>\n",
499
+ " <th>33</th>\n",
500
+ " <td>SmerkyG/rwkv6-world-3b</td>\n",
501
+ " <td>0.595273</td>\n",
502
+ " <td>0.061039</td>\n",
503
+ " <td>0.595273</td>\n",
504
+ " <td>0.061039</td>\n",
505
+ " </tr>\n",
506
+ " <tr>\n",
507
+ " <th>34</th>\n",
508
  " <td>togethercomputer/RedPajama-INCITE-7B-Base</td>\n",
509
  " <td>0.525455</td>\n",
510
  " <td>0.036407</td>\n",
 
512
  " <td>0.036407</td>\n",
513
  " </tr>\n",
514
  " <tr>\n",
515
+ " <th>35</th>\n",
516
  " <td>togethercomputer/RedPajama-INCITE-7B-Instruct</td>\n",
517
  " <td>0.528545</td>\n",
518
  " <td>0.036470</td>\n",
 
520
  " <td>0.036470</td>\n",
521
  " </tr>\n",
522
  " <tr>\n",
523
+ " <th>36</th>\n",
524
  " <td>togethercomputer/RedPajama-INCITE-7B-Chat</td>\n",
525
  " <td>0.535455</td>\n",
526
  " <td>0.038723</td>\n",
 
528
  " <td>0.038723</td>\n",
529
  " </tr>\n",
530
  " <tr>\n",
531
+ " <th>37</th>\n",
532
  " <td>facebook/opt-2.7b</td>\n",
533
  " <td>0.521818</td>\n",
534
  " <td>0.029821</td>\n",
 
536
  " <td>0.029821</td>\n",
537
  " </tr>\n",
538
  " <tr>\n",
539
+ " <th>38</th>\n",
540
  " <td>facebook/opt-6.7b</td>\n",
541
  " <td>0.522909</td>\n",
542
  " <td>0.027216</td>\n",
 
544
  " <td>0.027216</td>\n",
545
  " </tr>\n",
546
  " <tr>\n",
547
+ " <th>39</th>\n",
548
  " <td>facebook/opt-1.3b</td>\n",
549
  " <td>0.521818</td>\n",
550
  " <td>0.029112</td>\n",
 
552
  " <td>0.029112</td>\n",
553
  " </tr>\n",
554
  " <tr>\n",
555
+ " <th>40</th>\n",
556
  " <td>tiiuae/falcon-7b-instruct</td>\n",
557
  " <td>0.536727</td>\n",
558
  " <td>0.053430</td>\n",
 
560
  " <td>0.053430</td>\n",
561
  " </tr>\n",
562
  " <tr>\n",
563
+ " <th>41</th>\n",
564
  " <td>tiiuae/falcon-rw-1b</td>\n",
565
  " <td>0.522545</td>\n",
566
  " <td>0.029446</td>\n",
 
568
  " <td>0.029446</td>\n",
569
  " </tr>\n",
570
  " <tr>\n",
571
+ " <th>42</th>\n",
572
  " <td>tiiuae/falcon-rw-7b</td>\n",
573
  " <td>0.535818</td>\n",
574
  " <td>0.033185</td>\n",
 
576
  " <td>0.033185</td>\n",
577
  " </tr>\n",
578
  " <tr>\n",
579
+ " <th>43</th>\n",
580
  " <td>tiiuae/falcon-7b</td>\n",
581
  " <td>0.559636</td>\n",
582
  " <td>0.071650</td>\n",
 
584
  " <td>0.071650</td>\n",
585
  " </tr>\n",
586
  " <tr>\n",
587
+ " <th>44</th>\n",
588
  " <td>huggyllama/llama-7b</td>\n",
589
  " <td>0.541818</td>\n",
590
  " <td>0.040718</td>\n",
 
592
  " <td>0.040718</td>\n",
593
  " </tr>\n",
594
  " <tr>\n",
595
+ " <th>45</th>\n",
596
  " <td>meta-llama/Llama-2-7b-chat-hf</td>\n",
597
  " <td>0.559818</td>\n",
598
  " <td>0.054954</td>\n",
 
600
  " <td>0.054954</td>\n",
601
  " </tr>\n",
602
  " <tr>\n",
603
+ " <th>46</th>\n",
604
  " <td>meta-llama/Llama-2-7b-hf</td>\n",
605
  " <td>0.566727</td>\n",
606
  " <td>0.052515</td>\n",
 
645
  "29 aisingapore/sealion7b 0.559818 \n",
646
  "30 aisingapore/sealion3b 0.559273 \n",
647
  "31 rwkv-x-dev/v5-Eagle-7B-1_0T-HF 0.622364 \n",
648
+ "32 SmerkyG/rwkv6-world-1b6 0.579636 \n",
649
+ "33 SmerkyG/rwkv6-world-3b 0.595273 \n",
650
+ "34 togethercomputer/RedPajama-INCITE-7B-Base 0.525455 \n",
651
+ "35 togethercomputer/RedPajama-INCITE-7B-Instruct 0.528545 \n",
652
+ "36 togethercomputer/RedPajama-INCITE-7B-Chat 0.535455 \n",
653
+ "37 facebook/opt-2.7b 0.521818 \n",
654
+ "38 facebook/opt-6.7b 0.522909 \n",
655
+ "39 facebook/opt-1.3b 0.521818 \n",
656
+ "40 tiiuae/falcon-7b-instruct 0.536727 \n",
657
+ "41 tiiuae/falcon-rw-1b 0.522545 \n",
658
+ "42 tiiuae/falcon-rw-7b 0.535818 \n",
659
+ "43 tiiuae/falcon-7b 0.559636 \n",
660
+ "44 huggyllama/llama-7b 0.541818 \n",
661
+ "45 meta-llama/Llama-2-7b-chat-hf 0.559818 \n",
662
+ "46 meta-llama/Llama-2-7b-hf 0.566727 \n",
663
  "\n",
664
  " avg_acc_stderr xcopa (acc) xcopa (acc_stderr) \n",
665
  "0 0.053879 0.559455 0.053879 \n",
 
694
  "29 0.060680 0.559818 0.060680 \n",
695
  "30 0.054490 0.559273 0.054490 \n",
696
  "31 0.072168 0.622364 0.072168 \n",
697
+ "32 0.052056 0.579636 0.052056 \n",
698
+ "33 0.061039 0.595273 0.061039 \n",
699
+ "34 0.036407 0.525455 0.036407 \n",
700
+ "35 0.036470 0.528545 0.036470 \n",
701
+ "36 0.038723 0.535455 0.038723 \n",
702
+ "37 0.029821 0.521818 0.029821 \n",
703
+ "38 0.027216 0.522909 0.027216 \n",
704
+ "39 0.029112 0.521818 0.029112 \n",
705
+ "40 0.053430 0.536727 0.053430 \n",
706
+ "41 0.029446 0.522545 0.029446 \n",
707
+ "42 0.033185 0.535818 0.033185 \n",
708
+ "43 0.071650 0.559636 0.071650 \n",
709
+ "44 0.040718 0.541818 0.040718 \n",
710
+ "45 0.054954 0.559818 0.054954 \n",
711
+ "46 0.052515 0.566727 0.052515 "
712
  ]
713
  },
714
+ "execution_count": 143,
715
  "metadata": {},
716
  "output_type": "execute_result"
717
  }
 
912
  },
913
  {
914
  "cell_type": "code",
915
+ "execution_count": 144,
916
  "metadata": {},
917
  "outputs": [
918
  {
919
  "name": "stdout",
920
  "output_type": "stream",
921
  "text": [
922
+ "total 34392\n",
923
+ "-rw-r--r--@ 1 picocreator staff 1.1M Mar 21 23:51 bf16-all-results-and-groups.csv\n",
924
+ "-rw-r--r--@ 1 picocreator staff 286K Mar 21 23:51 bf16-all-simplified-results-and-groups.csv\n",
925
+ "-rw-r--r--@ 1 picocreator staff 286K Mar 21 23:51 bf16-all-sorted-results-and-groups.csv\n",
926
+ "-rw-r--r--@ 1 picocreator staff 72K Mar 21 23:51 bf16-eng-focus.csv\n",
927
+ "-rw-r--r--@ 1 picocreator staff 1.0M Mar 21 23:51 bf16-eng-results.csv\n",
928
+ "-rw-r--r--@ 1 picocreator staff 87K Mar 21 23:51 bf16-eng-summary.csv\n",
929
+ "-rw-r--r--@ 1 picocreator staff 107K Mar 21 23:51 bf16-multilang-results.csv\n",
930
+ "-rw-r--r--@ 1 picocreator staff 15K Mar 21 23:51 bf16-multilang-summary.csv\n",
931
+ "-rw-r--r--@ 1 picocreator staff 72K Mar 21 23:51 bf16-sorted-eng-focus.csv\n",
932
+ "-rw-r--r--@ 1 picocreator staff 1.0M Mar 21 23:51 bf16-sorted-eng-results.csv\n",
933
+ "-rw-r--r--@ 1 picocreator staff 87K Mar 21 23:51 bf16-sorted-eng-summary.csv\n",
934
+ "-rw-r--r--@ 1 picocreator staff 15K Mar 21 23:51 bf16-sorted-multilang-summary.csv\n",
935
+ "-rw-r--r-- 1 picocreator staff 8.5M Mar 21 23:51 compiled-lm-eval-results.json\n",
936
+ "-rw-r--r--@ 1 picocreator staff 347K Mar 21 23:51 rwkv-x-dev-bf16-sorted-eng-all.csv\n",
937
+ "-rw-r--r--@ 1 picocreator staff 25K Mar 21 23:51 rwkv-x-dev-bf16-sorted-eng-focus.csv\n",
938
+ "-rw-r--r--@ 1 picocreator staff 22K Mar 21 23:51 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n"
939
  ]
940
  }
941
  ],