--- license: apache-2.0 pipeline_tag: text-generation library_name: transformers 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'] datasets: [ 'bigcode/programming-languages-keywords', 'bigcode/the-stack-smol-xs', 'nampdn-ai/tiny-textbooks', 'xu-song/cc100-samples', 'm-a-p/CodeFeedback-Filtered-Instruction', 'nampdn-ai/tiny-codes', 'ajibawa-2023/Maths-College', 'microsoft/orca-math-word-problems-200k', 'mlabonne/FineTome-100k', 'arcee-ai/agent-data', 'cognitivecomputations/SystemChat-2.0', 'badrex/llm-emoji-dataset', ] tags: - litgpt - litdata --- # tangled-llama-108m-32k-base-v0.1 [loss, val_loss](https://api.wandb.ai/links/mtasic85/m1gxynpw) [val_ppl](https://api.wandb.ai/links/mtasic85/xs21d6u2) [epoch](https://api.wandb.ai/links/mtasic85/vglk5c9l) [learning_rate](https://api.wandb.ai/links/mtasic85/dan9nz50) ## lm-evaluation-harness | Tasks |Version| Filter |n-shot| Metric | |Value | |Stderr| |---------------------------------------|------:|----------------|-----:|-----------|---|-----:|---|-----:| |arc_challenge | 1|none | 0|acc |↑ |0.1937|± |0.0115| | | |none | 0|acc_norm |↑ |0.2363|± |0.0124| |gsm8k | 3|flexible-extract| 5|exact_match|↑ |0.0136|± |0.0032| | | |strict-match | 5|exact_match|↑ |0.0000|± |0.0000| |hellaswag | 1|none | 0|acc |↑ |0.2659|± |0.0044| | | |none | 0|acc_norm |↑ |0.2709|± |0.0044| |mmlu | 2|none | |acc |↑ |0.2309|± |0.0036| | - humanities | 2|none | |acc |↑ |0.2370|± |0.0062| | - formal_logic | 1|none | 0|acc |↑ |0.2778|± |0.0401| | - high_school_european_history | 1|none | 0|acc |↑ |0.2303|± |0.0329| | - high_school_us_history | 1|none | 0|acc |↑ |0.2402|± |0.0300| | - high_school_world_history | 1|none | 0|acc |↑ |0.2405|± |0.0278| | - international_law | 1|none | 0|acc |↑ |0.1983|± |0.0364| | - jurisprudence | 1|none | 0|acc |↑ |0.2315|± |0.0408| | - logical_fallacies | 1|none | 0|acc |↑ |0.1840|± |0.0304| | - moral_disputes | 1|none | 0|acc |↑ |0.2110|± |0.0220| | - moral_scenarios | 1|none | 0|acc |↑ |0.2380|± |0.0142| | - philosophy | 1|none | 0|acc |↑ |0.1994|± |0.0227| | - prehistory | 1|none | 0|acc |↑ |0.2315|± |0.0235| | - professional_law | 1|none | 0|acc |↑ |0.2510|± |0.0111| | - world_religions | 1|none | 0|acc |↑ |0.2865|± |0.0347| | - other | 2|none | |acc |↑ |0.2372|± |0.0076| | - business_ethics | 1|none | 0|acc |↑ |0.2900|± |0.0456| | - clinical_knowledge | 1|none | 0|acc |↑ |0.2113|± |0.0251| | - college_medicine | 1|none | 0|acc |↑ |0.2023|± |0.0306| | - global_facts | 1|none | 0|acc |↑ |0.1900|± |0.0394| | - human_aging | 1|none | 0|acc |↑ |0.3004|± |0.0308| | - management | 1|none | 0|acc |↑ |0.1748|± |0.0376| | - marketing | 1|none | 0|acc |↑ |0.2863|± |0.0296| | - medical_genetics | 1|none | 0|acc |↑ |0.2700|± |0.0446| | - miscellaneous | 1|none | 0|acc |↑ |0.2337|± |0.0151| | - nutrition | 1|none | 0|acc |↑ |0.2255|± |0.0239| | - professional_accounting | 1|none | 0|acc |↑ |0.2411|± |0.0255| | - professional_medicine | 1|none | 0|acc |↑ |0.1985|± |0.0242| | - virology | 1|none | 0|acc |↑ |0.2711|± |0.0346| | - social sciences | 2|none | |acc |↑ |0.2278|± |0.0076| | - econometrics | 1|none | 0|acc |↑ |0.2105|± |0.0384| | - high_school_geography | 1|none | 0|acc |↑ |0.1768|± |0.0272| | - high_school_government_and_politics| 1|none | 0|acc |↑ |0.2280|± |0.0303| | - high_school_macroeconomics | 1|none | 0|acc |↑ |0.2436|± |0.0218| | - high_school_microeconomics | 1|none | 0|acc |↑ |0.2395|± |0.0277| | - high_school_psychology | 1|none | 0|acc |↑ |0.2037|± |0.0173| | - human_sexuality | 1|none | 0|acc |↑ |0.2595|± |0.0384| | - professional_psychology | 1|none | 0|acc |↑ |0.2386|± |0.0172| | - public_relations | 1|none | 0|acc |↑ |0.2091|± |0.0390| | - security_studies | 1|none | 0|acc |↑ |0.2490|± |0.0277| | - sociology | 1|none | 0|acc |↑ |0.1990|± |0.0282| | - us_foreign_policy | 1|none | 0|acc |↑ |0.3100|± |0.0465| | - stem | 2|none | |acc |↑ |0.2185|± |0.0074| | - abstract_algebra | 1|none | 0|acc |↑ |0.2600|± |0.0441| | - anatomy | 1|none | 0|acc |↑ |0.1630|± |0.0319| | - astronomy | 1|none | 0|acc |↑ |0.2237|± |0.0339| | - college_biology | 1|none | 0|acc |↑ |0.2708|± |0.0372| | - college_chemistry | 1|none | 0|acc |↑ |0.2300|± |0.0423| | - college_computer_science | 1|none | 0|acc |↑ |0.2100|± |0.0409| | - college_mathematics | 1|none | 0|acc |↑ |0.2200|± |0.0416| | - college_physics | 1|none | 0|acc |↑ |0.2647|± |0.0439| | - computer_security | 1|none | 0|acc |↑ |0.3000|± |0.0461| | - conceptual_physics | 1|none | 0|acc |↑ |0.2000|± |0.0261| | - electrical_engineering | 1|none | 0|acc |↑ |0.2345|± |0.0353| | - elementary_mathematics | 1|none | 0|acc |↑ |0.2302|± |0.0217| | - high_school_biology | 1|none | 0|acc |↑ |0.1903|± |0.0223| | - high_school_chemistry | 1|none | 0|acc |↑ |0.1527|± |0.0253| | - high_school_computer_science | 1|none | 0|acc |↑ |0.2700|± |0.0446| | - high_school_mathematics | 1|none | 0|acc |↑ |0.1926|± |0.0240| | - high_school_physics | 1|none | 0|acc |↑ |0.2053|± |0.0330| | - high_school_statistics | 1|none | 0|acc |↑ |0.2130|± |0.0279| | - machine_learning | 1|none | 0|acc |↑ |0.2768|± |0.0425| |truthfulqa_mc2 | 2|none | 0|acc |↑ |0.4683|± |0.0160| |winogrande | 1|none | 0|acc |↑ |0.5075|± |0.0141| | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.2309|± |0.0036| | - humanities | 2|none | |acc |↑ |0.2370|± |0.0062| | - other | 2|none | |acc |↑ |0.2372|± |0.0076| | - social sciences| 2|none | |acc |↑ |0.2278|± |0.0076| | - stem | 2|none | |acc |↑ |0.2185|± |0.0074|