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--- |
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license: apache-2.0 |
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pipeline_tag: text-generation |
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library_name: transformers |
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language: ['en', 'am', 'ar', 'as', 'az', 'be', 'bg', 'bn', 'br', 'bs', 'ca', 'cs', 'cy', 'da', 'de', 'el', 'eo', 'es', 'et', 'eu', 'fa', 'ff', 'fi', 'fr', 'fy', 'ga', 'gd', 'gl', 'gn', 'gu', 'ha', 'he', 'hi', 'hr', 'ht', 'hu', 'hy', 'id', 'ig', 'is', 'it', 'ja', 'jv', 'ka', 'kk', 'km', 'kn', 'ko', 'ku', 'ky', 'la', 'lg', 'li', 'ln', 'lo', 'lt', 'lv', 'mg', 'mk', 'ml', 'mn', 'mr', 'ms', 'my', 'ne', 'nl', 'no', 'ns', 'om', 'or', 'pa', 'pl', 'ps', 'pt', 'qu', 'rm', 'ro', 'ru', 'sa', 'si', 'sc', 'sd', 'sk', 'sl', 'so', 'sq', 'sr', 'ss', 'su', 'sv', 'sw', 'ta', 'te', 'th', 'tl', 'tn', 'tr', 'ug', 'uk', 'ur', 'uz', 'vi', 'wo', 'xh', 'yi', 'yo', 'zu'] |
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datasets: [ |
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'bigcode/programming-languages-keywords', |
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'bigcode/the-stack-smol-xs', |
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'nampdn-ai/tiny-textbooks', |
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'xu-song/cc100-samples', |
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'm-a-p/CodeFeedback-Filtered-Instruction', |
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'nampdn-ai/tiny-codes', |
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'ajibawa-2023/Maths-College', |
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'microsoft/orca-math-word-problems-200k', |
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'mlabonne/FineTome-100k', |
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'arcee-ai/agent-data', |
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'cognitivecomputations/SystemChat-2.0', |
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'badrex/llm-emoji-dataset', |
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] |
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tags: |
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- litgpt |
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- litdata |
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--- |
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# tangled-llama-33m-32k-base-v0.1 |
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[loss, val_loss](https://api.wandb.ai/links/mtasic85/z591qpyv) |
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[val_ppl](https://api.wandb.ai/links/mtasic85/lku5hbws) |
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[epoch](https://api.wandb.ai/links/mtasic85/91e4cgdw) |
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[learning_rate](https://api.wandb.ai/links/mtasic85/y0cvoagd) |
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## lm-evaluation-harness |
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| Tasks |Version| Filter |n-shot| Metric | |Value | |Stderr| |
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|---------------------------------------|------:|----------------|-----:|-----------|---|-----:|---|-----:| |
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|arc_challenge | 1|none | 0|acc |↑ |0.2065|± |0.0118| |
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| | |none | 0|acc_norm |↑ |0.2338|± |0.0124| |
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|gsm8k | 3|flexible-extract| 5|exact_match|↑ |0.0144|± |0.0033| |
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| | |strict-match | 5|exact_match|↑ |0.0000|± |0.0000| |
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|hellaswag | 1|none | 0|acc |↑ |0.2614|± |0.0044| |
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| | |none | 0|acc_norm |↑ |0.2604|± |0.0044| |
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|mmlu | 2|none | |acc |↑ |0.2280|± |0.0035| |
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| - humanities | 2|none | |acc |↑ |0.2376|± |0.0062| |
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| - formal_logic | 1|none | 0|acc |↑ |0.2698|± |0.0397| |
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| - high_school_european_history | 1|none | 0|acc |↑ |0.2000|± |0.0312| |
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| - high_school_us_history | 1|none | 0|acc |↑ |0.2500|± |0.0304| |
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| - high_school_world_history | 1|none | 0|acc |↑ |0.2785|± |0.0292| |
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| - international_law | 1|none | 0|acc |↑ |0.2149|± |0.0375| |
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| - jurisprudence | 1|none | 0|acc |↑ |0.2407|± |0.0413| |
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| - logical_fallacies | 1|none | 0|acc |↑ |0.2270|± |0.0329| |
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| - moral_disputes | 1|none | 0|acc |↑ |0.2341|± |0.0228| |
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| - moral_scenarios | 1|none | 0|acc |↑ |0.2380|± |0.0142| |
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| - philosophy | 1|none | 0|acc |↑ |0.1833|± |0.0220| |
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| - prehistory | 1|none | 0|acc |↑ |0.2160|± |0.0229| |
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| - professional_law | 1|none | 0|acc |↑ |0.2399|± |0.0109| |
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| - world_religions | 1|none | 0|acc |↑ |0.3275|± |0.0360| |
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| - other | 2|none | |acc |↑ |0.2481|± |0.0077| |
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| - business_ethics | 1|none | 0|acc |↑ |0.3100|± |0.0465| |
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| - clinical_knowledge | 1|none | 0|acc |↑ |0.2264|± |0.0258| |
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| - college_medicine | 1|none | 0|acc |↑ |0.2486|± |0.0330| |
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| - global_facts | 1|none | 0|acc |↑ |0.1700|± |0.0378| |
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| - human_aging | 1|none | 0|acc |↑ |0.3229|± |0.0314| |
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| - management | 1|none | 0|acc |↑ |0.1845|± |0.0384| |
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| - marketing | 1|none | 0|acc |↑ |0.3034|± |0.0301| |
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| - medical_genetics | 1|none | 0|acc |↑ |0.3100|± |0.0465| |
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| - miscellaneous | 1|none | 0|acc |↑ |0.2401|± |0.0153| |
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| - nutrition | 1|none | 0|acc |↑ |0.2418|± |0.0245| |
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| - professional_accounting | 1|none | 0|acc |↑ |0.2411|± |0.0255| |
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| - professional_medicine | 1|none | 0|acc |↑ |0.1838|± |0.0235| |
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| - virology | 1|none | 0|acc |↑ |0.2831|± |0.0351| |
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| - social sciences | 2|none | |acc |↑ |0.2155|± |0.0074| |
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| - econometrics | 1|none | 0|acc |↑ |0.2281|± |0.0395| |
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| - high_school_geography | 1|none | 0|acc |↑ |0.1768|± |0.0272| |
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| - high_school_government_and_politics| 1|none | 0|acc |↑ |0.1969|± |0.0287| |
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| - high_school_macroeconomics | 1|none | 0|acc |↑ |0.2103|± |0.0207| |
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| - high_school_microeconomics | 1|none | 0|acc |↑ |0.2143|± |0.0267| |
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| - high_school_psychology | 1|none | 0|acc |↑ |0.1872|± |0.0167| |
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| - human_sexuality | 1|none | 0|acc |↑ |0.2672|± |0.0388| |
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| - professional_psychology | 1|none | 0|acc |↑ |0.2467|± |0.0174| |
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| - public_relations | 1|none | 0|acc |↑ |0.2182|± |0.0396| |
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| - security_studies | 1|none | 0|acc |↑ |0.1755|± |0.0244| |
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| - sociology | 1|none | 0|acc |↑ |0.2438|± |0.0304| |
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| - us_foreign_policy | 1|none | 0|acc |↑ |0.2700|± |0.0446| |
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| - stem | 2|none | |acc |↑ |0.2058|± |0.0072| |
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| - abstract_algebra | 1|none | 0|acc |↑ |0.1700|± |0.0378| |
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| - anatomy | 1|none | 0|acc |↑ |0.1778|± |0.0330| |
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| - astronomy | 1|none | 0|acc |↑ |0.1776|± |0.0311| |
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| - college_biology | 1|none | 0|acc |↑ |0.2569|± |0.0365| |
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| - college_chemistry | 1|none | 0|acc |↑ |0.1900|± |0.0394| |
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| - college_computer_science | 1|none | 0|acc |↑ |0.2600|± |0.0441| |
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| - college_mathematics | 1|none | 0|acc |↑ |0.2100|± |0.0409| |
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| - college_physics | 1|none | 0|acc |↑ |0.2059|± |0.0402| |
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| - computer_security | 1|none | 0|acc |↑ |0.2400|± |0.0429| |
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| - conceptual_physics | 1|none | 0|acc |↑ |0.2681|± |0.0290| |
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| - electrical_engineering | 1|none | 0|acc |↑ |0.2345|± |0.0353| |
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| - elementary_mathematics | 1|none | 0|acc |↑ |0.2011|± |0.0206| |
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| - high_school_biology | 1|none | 0|acc |↑ |0.1806|± |0.0219| |
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| - high_school_chemistry | 1|none | 0|acc |↑ |0.1478|± |0.0250| |
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| - high_school_computer_science | 1|none | 0|acc |↑ |0.2400|± |0.0429| |
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| - high_school_mathematics | 1|none | 0|acc |↑ |0.2111|± |0.0249| |
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| - high_school_physics | 1|none | 0|acc |↑ |0.1788|± |0.0313| |
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| - high_school_statistics | 1|none | 0|acc |↑ |0.1620|± |0.0251| |
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| - machine_learning | 1|none | 0|acc |↑ |0.2768|± |0.0425| |
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|truthfulqa_mc2 | 2|none | 0|acc |↑ |0.4975|± |0.0165| |
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|winogrande | 1|none | 0|acc |↑ |0.5146|± |0.0140| |
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| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |
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|------------------|------:|------|------|------|---|-----:|---|-----:| |
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|mmlu | 2|none | |acc |↑ |0.2280|± |0.0035| |
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| - humanities | 2|none | |acc |↑ |0.2376|± |0.0062| |
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| - other | 2|none | |acc |↑ |0.2481|± |0.0077| |
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| - social sciences| 2|none | |acc |↑ |0.2155|± |0.0074| |
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| - stem | 2|none | |acc |↑ |0.2058|± |0.0072| |
