diff --git a/compile-results.ipynb b/compile-results.ipynb index de6f450ec24184a4f375943dcdf4641b5ee5b4e1..f841f27f39358e19263f900494cf8419e0eaf19b 100644 --- a/compile-results.ipynb +++ b/compile-results.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 14, + "execution_count": 92, "metadata": {}, "outputs": [ { @@ -11,9 +11,9 @@ "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: pandas in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (2.2.0)\n", - "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2.8.2)\n", "Requirement already satisfied: numpy<2,>=1.22.4 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (1.26.1)\n", + "Requirement already satisfied: tzdata>=2022.7 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n", "Requirement already satisfied: pytz>=2020.1 in /Users/picocreator/Library/Python/3.9/lib/python/site-packages (from pandas) (2024.1)\n", "Requirement already satisfied: six>=1.5 in /Library/Developer/CommandLineTools/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/site-packages (from python-dateutil>=2.8.2->pandas) (1.15.0)\n", "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 24.0 is available.\n", @@ -36,14 +36,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 93, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Found 3488 results.json files\n" + "Found 3744 results.json files\n" ] } ], @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 94, "metadata": {}, "outputs": [ { @@ -156,16 +156,16 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 95, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Found 73 models\n", + "Found 82 models\n", "Models: \n", - "['mistralai/Mistral-7B-v0.1', 'mosaicml/mpt-7b-instruct', 'mosaicml/mpt-7b', 'mosaicml/mpt-7b-chat', 'bigscience/bloom-7b1', 'bigscience/bloomz-7b1-mt', 'bigscience/bloomz-7b1', 'EleutherAI/pythia-2.8b', 'EleutherAI/pythia-1.4b', 'EleutherAI/gpt-j-6b', 'EleutherAI/pythia-6.9b', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-4k-test2-fix3-blink-final_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/R4-with-shuffle-rwkv-53_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/rwkv-230_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-no-shuffle-rwkv-53_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/1_0-c1-290_pth', './rwkv-x-dev/R4-1B5-With-Mask_pth', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'togethercomputer/RedPajama-INCITE-7B-Base', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'facebook/opt-2.7b', 'facebook/opt-6.7b', 'facebook/opt-1.3b', 'tiiuae/falcon-7b-instruct', 'tiiuae/falcon-rw-1b', 'tiiuae/falcon-rw-7b', 'tiiuae/falcon-7b', 'huggyllama/llama-7b', 'meta-llama/Llama-2-7b-chat-hf', 'meta-llama/Llama-2-7b-hf']\n", + "['mistralai/Mistral-7B-v0.1', 'mosaicml/mpt-7b-instruct', 'mosaicml/mpt-7b', 'mosaicml/mpt-7b-chat', 'bigscience/bloom-7b1', 'bigscience/bloomz-7b1-mt', 'bigscience/bloomz-7b1', 'EleutherAI/pythia-2.8b', 'EleutherAI/pythia-1.4b', 'EleutherAI/gpt-j-6b', 'EleutherAI/pythia-6.9b', 'google/flan-t5-base', 'google/gemma-2b', 'google/gemma-2b-it', 'google/gemma-7b', 'google/gemma-7b-it', 'google/flan-t5-large', 'microsoft/phi-1_5', 'microsoft/phi-2', 'microsoft/phi-1', 'allenai/OLMo-7B', 'TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T', 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', 'RWKV/rwkv-5-world-1b5', 'RWKV/rwkv-5-world-3b', 'RWKV/rwkv-4-world-3b', 'RWKV/rwkv-4-world-1b5', 'RWKV/v5-Eagle-7B-HF', 'RWKV/rwkv-4-world-7b', 'aisingapore/sealion7b', 'aisingapore/sealion3b', './rwkv-x-dev/chunk4-0_85_pth', './rwkv-x-dev/chunk1-0_8_pth', './rwkv-x-dev/chunk0-0_8_pth', './rwkv-x-dev/blink4-final_pth', './rwkv-x-dev/chunk2-0_8_pth', './rwkv-x-dev/chunk3-0_8_pth', './rwkv-x-dev/r3-4k-test2-fix3-blink-final_pth', './rwkv-x-dev/R4-7B-15t-With-Mask_pth', './rwkv-x-dev/r3-testchunk-1-8_pth', './rwkv-x-dev/R4-with-shuffle-rwkv-53_pth', './rwkv-x-dev/chunk7-2-0_85_pth', './rwkv-x-dev/r3-testchunk2-blink-fixed_pth', './rwkv-x-dev/r3-testchunk2-blink_pth', './rwkv-x-dev/rwkv-230_pth', './rwkv-x-dev/chunk5-0_85_pth', './rwkv-x-dev/R4-7B-Base-No-Mask_pth', './rwkv-x-dev/RWKV-5-World-1B5-v2-20231025-ctx4096', './rwkv-x-dev/R4-1B5-No-Mask_pth', './rwkv-x-dev/RWKV-32K-5B-RW_pth', './rwkv-x-dev/R4-7B-15t-32k-No-Mask_pth', './rwkv-x-dev/chunk8-1-0_85_pth', './rwkv-x-dev/R4-7B-Base-32k-No-Mask_pth', './rwkv-x-dev/R4-no-shuffle-rwkv-53_pth', './rwkv-x-dev/r3-testchunk-1-8-no-cuda-with-warmup_pth', './rwkv-x-dev/r3-c1-8_pth', './rwkv-x-dev/RWKV-5-World-3B-v2-20231118-ctx16k', './rwkv-x-dev/RWKV-5-World-7B-v2-20240128-ctx4096', './rwkv-x-dev/R4-7B-15t-No-Mask_pth', './rwkv-x-dev/1_0-c1-290_pth', './rwkv-x-dev/R4-1B5-With-Mask_pth', './rwkv-x-dev/chunk6-0_85_pth', './rwkv-x-dev/R4-7B-Base-With-Mask_pth', './rwkv-x-dev/chunk7-1-0_85_pth', './rwkv-x-dev/R4-7B-15t-extd-e3_pth', './rwkv-x-dev/r3-testchunk2_pth', './rwkv-x-dev/Hermes-RWKV-v5-7B_pth', './rwkv-x-dev/R4-7B-15t-extd-e2_pth', './rwkv-x-dev/r3-testchunk-blink_pth', 'togethercomputer/RedPajama-INCITE-7B-Base', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'facebook/opt-2.7b', 'facebook/opt-6.7b', 'facebook/opt-1.3b', 'tiiuae/falcon-7b-instruct', 'tiiuae/falcon-rw-1b', 'tiiuae/falcon-rw-7b', 'tiiuae/falcon-7b', 'huggyllama/llama-7b', 'meta-llama/Llama-2-7b-chat-hf', 'meta-llama/Llama-2-7b-hf']\n", "Saved to compiled-lm-eval-results.json\n" ] } @@ -199,7 +199,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 96, "metadata": {}, "outputs": [ { @@ -681,7 +681,7 @@ "43 0.052515 0.566727 0.052515 " ] }, - "execution_count": 18, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -882,27 +882,29 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 97, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "total 21536\n", - "-rw-r--r--@ 1 picocreator staff 1.0M Mar 7 01:16 bf16-all-results-and-groups.csv\n", - "-rw-r--r--@ 1 picocreator staff 68K Mar 7 01:16 bf16-eng-focus.csv\n", - "-rw-r--r--@ 1 picocreator staff 966K Mar 7 01:16 bf16-eng-results.csv\n", - "-rw-r--r--@ 1 picocreator staff 81K Mar 7 01:16 bf16-eng-summary.csv\n", - "-rw-r--r--@ 1 picocreator staff 100K Mar 7 01:16 bf16-multilang-results.csv\n", - "-rw-r--r--@ 1 picocreator staff 14K Mar 7 01:16 bf16-multilang-summary.csv\n", - "-rw-r--r--@ 1 picocreator staff 68K Mar 7 01:16 bf16-sorted-eng-focus.csv\n", - "-rw-r--r--@ 1 picocreator staff 966K Mar 7 01:16 bf16-sorted-eng-results.csv\n", - "-rw-r--r--@ 1 picocreator staff 81K Mar 7 01:16 bf16-sorted-eng-summary.csv\n", - "-rw-r--r--@ 1 picocreator staff 14K Mar 7 01:16 bf16-sorted-multilang-summary.csv\n", - "-rw-r--r-- 1 picocreator staff 5.7M Mar 7 01:16 compiled-lm-eval-results.json\n", - "-rw-r--r--@ 1 picocreator staff 37K Mar 7 01:16 rwkv-x-dev-bf16-sorted-eng-focus.csv\n", - "-rw-r--r--@ 1 picocreator staff 11K Mar 7 01:16 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n" + "total 24744\n", + "-rw-r--r--@ 1 picocreator staff 1.0M Mar 8 19:05 bf16-all-results-and-groups.csv\n", + "-rw-r--r--@ 1 picocreator staff 267K Mar 8 19:05 bf16-all-simplified-results-and-groups.csv\n", + "-rw-r--r-- 1 picocreator staff 267K Mar 8 19:05 bf16-all-sorted-results-and-groups.csv\n", + "-rw-r--r--@ 1 picocreator staff 67K Mar 8 19:05 bf16-eng-focus.csv\n", + "-rw-r--r--@ 1 picocreator staff 966K Mar 8 19:05 bf16-eng-results.csv\n", + "-rw-r--r--@ 1 picocreator staff 81K Mar 8 19:05 bf16-eng-summary.csv\n", + "-rw-r--r--@ 1 picocreator staff 100K Mar 8 19:05 bf16-multilang-results.csv\n", + "-rw-r--r--@ 1 picocreator staff 14K Mar 8 19:05 bf16-multilang-summary.csv\n", + "-rw-r--r--@ 1 picocreator staff 67K Mar 8 19:05 bf16-sorted-eng-focus.csv\n", + "-rw-r--r--@ 1 picocreator staff 966K Mar 8 19:05 bf16-sorted-eng-results.csv\n", + "-rw-r--r--@ 1 picocreator staff 81K Mar 8 19:05 bf16-sorted-eng-summary.csv\n", + "-rw-r--r--@ 1 picocreator staff 14K Mar 8 19:05 bf16-sorted-multilang-summary.csv\n", + "-rw-r--r-- 1 picocreator staff 6.3M Mar 8 19:05 compiled-lm-eval-results.json\n", + "-rw-r--r--@ 1 picocreator staff 17K Mar 8 19:05 rwkv-x-dev-bf16-sorted-eng-focus.csv\n", + "-rw-r--r--@ 1 picocreator staff 14K Mar 8 19:05 rwkv-x-dev-bf16-sorted-multilang-summary.csv\n" ] } ], @@ -917,6 +919,12 @@ "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"] )\n", "all_results.to_csv('summary/bf16-all-results-and-groups.csv', index=False)\n", "\n", + "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], simplified=True )\n", + "all_results.to_csv('summary/bf16-all-simplified-results-and-groups.csv', index=False)\n", + "\n", + "all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], simplified=True, sort=True )\n", + "all_results.to_csv('summary/bf16-all-sorted-results-and-groups.csv', index=False)\n", + "\n", "# Multilang results\n", "multiLang_tTest = [\"xcopa_*\", \"xnli_*\", \"xstorycloze_*\", \"xwinograd_*\", \"lambada_openai_*\", \"pawsx_*\"]\n", "multiLang_tGrps = [\"xcopa\", \"xnli\", \"xstorycloze\", \"xwinograd\", \"lambada_multilingual\", \"pawsx\"]\n", @@ -947,7 +955,7 @@ "eng_grp_sorted.to_csv('summary/bf16-sorted-eng-summary.csv', index=False)\n", "\n", "# English focused subset\n", - "eng_focus_mixed=[\"lambada_openai\", \"lambada_standard\", \"blimp\", \"piqa\", \"copa\", \"sciq\", \"pythia\", \"truthfulqa\", \"record\"] #\"np_open\", \"cmmlu\"\n", + "eng_focus_mixed=[\"lambada_openai\", \"lambada_standard\", \"blimp\", \"piqa\", \"copa\", \"sciq\", \"pythia\", \"truthfulqa\"] #\"np_open\", \"cmmlu\", \"record\"\n", "eng_focus_tGrps=[\"anli\", \"glue\", \"mmlu\" ]\n", "eng_focus_tTest=[\"blimp\", \"arc_*\", \"logiqa\", \"winogrande\", \"openbookqa\", \"hellaswag\"]\n", "\n", @@ -960,9 +968,13 @@ "eng_focus_sorted.to_csv('summary/bf16-sorted-eng-focus.csv', index=False)\n", "\n", "# RWKV perf tracking\n", - "rwkv_eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], sort=True, simplified=True )\n", + "rwkv_eng_focus_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=eng_focus_tGrps, inResults=eng_focus_tTest, exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\", \"meta-llama/Llama-2-7b*\", \"mistralai/Mistral-7B-v0.1\"], sort=True, simplified=True )\n", "rwkv_eng_focus_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-focus.csv', index=False)\n", "\n", + "# RWKV perf tracking\n", + "rwkv_eng_all_sorted = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], exModels=[], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\", \"meta-llama/Llama-2-7b*\", \"mistralai/Mistral-7B-v0.1\"], sort=True, simplified=True )\n", + "rwkv_eng_all_sorted.to_csv('summary/rwkv-x-dev-bf16-sorted-eng-all.csv', index=False)\n", + "\n", "# # Overall results\n", "# rwkv_all_results = generate_result_table( inConfig = { \"dtype\": \"bfloat16\" }, inGroups=[\"*\"], inResults=[\"*\"], inModels=[\"./rwkv-x-dev/*\", \"rwkv-x-dev/*\", \"RWKV/*\"], exModels=[], sort=True )\n", "# rwkv_all_results.to_csv('summary/rwkv-x-dev-bf16-all-results-and-groups.csv', index=False)\n", diff --git a/lm-eval-output/rwkv-x-dev/R4-1B5-No-Mask/xwinograd/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz b/lm-eval-output/rwkv-x-dev/R4-1B5-No-Mask/xwinograd/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..8d6610f2348a2537da75bdcb538c2509ec5042b2 --- /dev/null +++ b/lm-eval-output/rwkv-x-dev/R4-1B5-No-Mask/xwinograd/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ab5fcc83a962f89de19d953673bc7deaa17cae70099099c2918018f1a81e851 +size 513717 diff --git a/lm-eval-output/rwkv-x-dev/R4-1B5-With-Mask/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz b/lm-eval-output/rwkv-x-dev/R4-1B5-With-Mask/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..13577ea7a91e2a924b5ec5c312727518e0e36c90 --- /dev/null +++ b/lm-eval-output/rwkv-x-dev/R4-1B5-With-Mask/pythia/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f23fcadc3aa0f4b7c99383e57e24e51ea8808ffd35ef814355d989c9bcfff559 +size 11880458 diff --git a/lm-eval-output/rwkv-x-dev/R4-7B-15t-32k-No-Mask/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz b/lm-eval-output/rwkv-x-dev/R4-7B-15t-32k-No-Mask/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..9b8c198a7b180c5d1d77d523134c26e30051bed5 --- /dev/null +++ b/lm-eval-output/rwkv-x-dev/R4-7B-15t-32k-No-Mask/ai2_arc/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e41ffaf23a23c3919d3f7c97ffd2df6e0fe784f4e851f05c7a4aec3d0b07e8be +size 682016 diff --git a/lm-eval-output/rwkv-x-dev/R4-7B-15t-32k-No-Mask/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz b/lm-eval-output/rwkv-x-dev/R4-7B-15t-32k-No-Mask/anli/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/result-jsonl.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..10144626fafb50715a2d4a62b1e45275b8c14ea0 --- /dev/null +++ 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