loyal-piano-m7/README.md

license, datasets, language, tags

license	datasets	language	tags
cc-by-nc-4.0	pankajmathur/orca_mini_v1_dataset openai/summarize_from_feedback PygmalionAI/PIPPA chargoddard/rpguild lemonilia/LimaRP	en	mistral

Experimenting with dataset ratios. Intended to be a roleplay-focused model with some smarts and good long-context recall.

Not sure if I've succeeded on the roleplay front, but something sure went right! Currently the #4 7B model on the leaderboard as of 11/30/2023. Going to riff on this and see where it goes.

model	Average	ARC	HellaSwag	MMLU	TruthfulQA	Winogrande	GSM8K	DROP
fblgit/juanako-7b-UNA	59.91	68.17	85.34	62.47	65.13	78.85	20.7	38.74
Intel/neural-chat-7b-v3-1	59.06	66.21	83.64	62.37	59.65	78.14	19.56	43.84
Weyaxi/OpenHermes-2.5-neural-chat-7b-v3-1-7B	58.6	66.55	84.47	63.34	61.22	78.37	23.58	32.66
chargoddard/loyal-piano-m7	58.42	66.72	85.03	64.43	60.03	79.08	25.7	27.92
Gryphe/MythoMist7b	58.26	65.87	83.55	62.32	59.98	78.06	20.24	37.82

Dataset composition:

dataset	rows used	percent of total
PIPPA	14.6k	43%
summarize_from_feedback	9k	26%
orca_mini_v1_dataset	5.6k	17%
rpguild	2.86k	8%
LimaRP	2k	6%