|
---
|
|
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|
|
|
|
