Famille Model Llama
Llama mooy Meta famiy modelu làkk yu yaatu yu ubbeeku, ku nekk mën ko yebbi, doxal, ak defar bu baax te doo fay.
Résumé
By releasing the weights publicly, Meta turned Llama into the foundation for a huge open-source AI ecosystem.
Plongeur bu xóot
Llama (Large Language Model Meta AI) is a series of transformer-based language models developed by Meta. The first Llama arrived in early 2023 as a research release; Llama 2 (July 2023) added a permissive license allowing commercial use, and Llama 3 and 3.1 (2024) scaled up dramatically, with the flagship 405-billion-parameter model rivaling top proprietary systems. A defining trait is that Meta publishes the model weights, so developers can run Llama on their own hardware, customize it, and avoid sending data to an external API. This openness spawned thousands of derivative models and tools. Llama models come in multiple sizes (from a few billion to hundreds of billions of parameters) and include instruction-tuned 'chat' variants alongside base models.
Gis-gis xarala
Modèle Llama yi ay transformatër yu dekodeer kese lañu, ñu tàggat leen ngir ñu mëna wax luy token bi ci topp ci kaw ay trillioŋu token yu bind ak kode. Dañuy jëfandikoo tànneefi jëmmal yu lalu ci njariñ lu melni RMSNorm, SwiGLU biy tàmbali, dugal position rotary (RoPE), ak bàyyi xel ci laaj-gruppe ci anam yu gëna mag ngir gaawlu inference. Tegtal-tune variants ñu ngi koy gëna setal ak fine-tuning ak jàngat buy dooleel ci feedback nit (RLHF) suko defee ñu topp li jëfandikukat bi digal te doxalee ni assistant yu am njariñ.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu famiy Model Llama
Meta mingi puus Llama ci palanteer yu gëna yaatu, gëna am doole ci làkk yu bari ak ci anam yu bari (amna ay anam yu mëna gis), ak gëna dëgër ci aparey bi. Xaarandil génne yu ubbeeku yuy wéy di fitnaal marse bu gëna yaatu ci njëg ak jëfandikoo gi, boole ci ecosystem buy màgg bu bari ay xeeti Llama yuñ defar bu baax. Wuute ci li 'ubbeeku' wara tekki, boole ci joxe lisaas ak ay yamaleg jëfandikoo gi ñuy nangu, dina wéy di joxe leeral ci ni ñu mëna jëfandikoo poid yu am doole yooyu ci lu yomb.
Doxal ci àdduna dëgg
Startup yi ak gëstukat yi dañuy gëna suqali Llama ci done yu prive ngir tabax chatbots yuñ mëna tànn te duñu fay fere API token bu nekk.
Developpeur yi dañuy doxal model Llama yu gëna ndaw ci ordinatër portatif wala serveur ngir aplikaasioŋ yu am solo, fu done yi mënu génn ci batimaa bi.
Defarkat yi dañuy jëfandikoo Llama buñ defaree ay tegtal ngir jàppale ci kodage, summazer ak jumtukaayi jàppale kiliyaan yi.
Poids yu ubbeeku yi dañu am doole ci projet yu melni Code Llama ak ay derivatif yu bari yu Hugging Face yuñ jëfandikoo ci gëstu akademik.
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
NVIDIA Cosmos Modèle Fondation Mondial
Laaj yi ñuy faral di laaj
What is Llama Model Family?
Llama mooy Meta famiy modelu làkk yu yaatu yu ubbeeku, ku nekk mën ko yebbi, doxal, ak defar bu baax te doo fay. Bi ñu siiwalee diisaay yi ci mbooloo mi, Meta dafa soppi Llama mu nekk fondaasioŋ ngir ecosystem IA bu mag bu ubbeeku.
Lan moo wuutale famiy Llama ak yeneen model yu ñuy joŋante?
Li gëna fës ci Llama mooy Meta dafay bàyyi poids yi ci lu leer, may developpeur yi ñu daw, defar seen bopp, ak defar seen bopp model yi.
Luy tekki akronim 'Llama'?
Llama mooy modelu làkk wu yaatu Meta IA, di fësal jubluwaayam ak ki ko defar yépp.
Ban génne Llama moo njëkka yokk lisence buy may ñu jëfandikoo ko ci anam wu yaatu ci wàllu jënd ak jaay?
Llama 2, bi ñu génne ci weeru sulet 2023, dafa ànd ak lisence bu gëna may ñu jëfandikoo ko ci wàllu jënd ak jaay, wuute na ak bi ñu njëkka génne ci gëstu kese.
Ban architecture moo nekk ci suufu xeetu Llama yi?
Modèlu Llama yi ay transformatër yu dekodeer kese lañu, ñu tàggat leen ngir ñu mëna wax luy token bi ci topp ci kaw mbind yu bari ak corpus kode.
naka lañuy defaree Llama 'waxtaan' wala anam yuñ defar ngir topp li jëfandikukat bi digal?
Modèle Llama yiñ akorde ci tegtal yi dañu leen raxas ak ajustement bu ñuy saytu ak RLHF suko defee ñu nekk assistant yu am njariñ, topp ci saa si.