Fine tunning

#1
by AbdulrhmanEldeeb - opened

can you provide a guide for fine tunning allam 7b model. i will be grateful if you provide me a notebook .

Navid AI org

Allam is based on the LLaMA archticture, any guide you will find for finetuning this archticture should work with ALLaM

ุงูŠู‡ ุงู„ resources ุงู„ู„ูŠ ุฃู†ุง ู…ุญุชุงุฌู‡ุง ุนุดุงู† ุฃุนู…ู„ fine tunning ู„ ู†ู…ูˆุฐุฌ allam , ู‡ู„ google colab 10$ pro ู‡ูŠูƒูˆู† ูƒุงููŠ ุŸ

ุจุฏูˆู† ู…ุง ุฃุนู…ู„ bit4 quentization ุŒ ู„ูƒูŠ ุฃุญุงูุธ ุนู„ูŠ performance

ูˆุงูŠู‡ ุฃู†ุณุจ ุทุฑูŠู‚ุฉ ุŒ ู…ุซู„ุง lora

Navid AI org
  1. ู…ุนู†ุฏูŠุด ููƒุฑุฉ ุนู† ุงู„ู…ูˆุงุฑุฏ ุงู„ู„ู‰ ุจูŠูˆูุฑู‡ุง ูƒูˆู„ุงุจ ุจุฑูˆ ุจุณ ูู‰ ุงู„ุนู…ูˆู… ูƒู„ ู…ุง ูƒุงู† ุนู†ุฏูƒ ูƒุงุฑุช ุดุงุดุฉ ุงูุถู„ ูƒู„ ู…ุง ู‡ูŠูƒูˆู† ุงุญุณู†
  2. ุงู†ุง ู…ุด ู…ู† ู…ุญุจูŠู† ุงู„ lora ูˆู…ูŠุงู„ ุฃูƒุชุฑ ู„ู„ full finetuning ูˆู„ูƒู† ุฃุธู† ู‡ุชู„ุงู‚ู‰ ู…ู‚ุงู„ุงุช ุจุชุฎุชู„ู ู…ุนุงูŠุง ูู‰ ูˆุฌู‡ุฉ ุงู„ู†ุธุฑ ูˆู‡ู…ุง ู…ู…ูƒู† ูŠูƒูˆู† ุฃุตูˆุจ ู…ู†ู‰

ุฌุฒุงูƒ ุงู„ู„ู‡ ุฎูŠุฑุง ูŠุง ู‡ู†ุฏุณุฉ ุŒ ุฃู†ุง ู…ุชุงุจุนูƒ ู…ู† ูุชุฑุฉ ูˆู…ุนุฌุจ ุจุดุบู„ูƒ ุŒ ุฅู† ุดุงุก ุงู„ู„ู‡ ู„ู…ุง ุฃุดุชุบู„ ู‡ู‚ุงุจู„ูƒ.

MohamedRashad changed discussion status to closed

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