IA de foux d'artifice
Fireworks AI platform inférence bu gaaw la, te baaxna xaalis, muy joxe ay model yu ubbeeku ak yuñ personaalise bu jaaraleko ci API bu yomb.
Résumé
It matters because it lets developers run models like Llama, Mixtral, and DeepSeek in production with very low latency and high throughput without managing GPUs themselves.
Plongeur bu xóot
Fireworks AI miñu ko sos ci atum 2022 mooy ex-PyTorch ak _AIU_PROTECTED_11_ ingénieur yi. Dafay am katalog bu mag bu LLM yu ubbeeku, xeetu làkku gis-gis, xeetu nataal, ak xeetu déglu, ñu mëna ci dugg jaaraleko ci OpenAI-API bu méngoo suko defee ekip yi mëna soppi ci coppite kode yu néew. Lu weesu dalal, Fireworks dafay joxe ajustement bu baax (bokk ci adaptatëri LoRA), woote fonction, génne yuñ jagleel JSON, ak génne yuñ jagleel ci laaj. Li gëna am solo ci wàllu ingenieur mooy benn motëru inference buñ personaaliseer (ñu koy faral di boole ak kernel FireAttention CUDA yi) ak ay optimisation yu melni quantisation, decodage speculatif, ak batching buy wéy. Ak ndimbalu Series B bu 2024 bu Sequoia jiite, Feux d'artifice dafay joŋante ak AI, Groq, ak ay API yu laboratuwaar yi.
Gis-gis xarala
Fireworks dafay gaawlu inference ak kernels GPU yuñ jagleel (FireAttention), batching bu wéy ngir GPUs yi di liggéey ci laaj yu bari, kantite ngir wàññi memory ak soxla bandwidth, ak decodage speculatif fu benn model bu ndaw di proposé ay token yu model bu mag bi di xool ci paralel. Loolu dafay wàññi latency ak njëgu token bu nekk, boole ci baña gaawa jeexal kalite bi, moo tax aplikaasioŋ yu sensible yi di tànn serwiis bu yam ci jëfandikoo gi.
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 IA feux d'artifice
Ginaaw model yu ubbeeku yi dañuy tëj bërëb bi ak yu tëju yi, laaj bi am ci joxekatu inference yu xarañ te amul benn boor dafay gëna yokk. Xaarandil Feux d'artifice ngir yaatal ci def liggéeyu agence, sarwis multimodal, palanteer yu gëna gudd, ak jumtukaay ngir dooleel ajustement ak jàngat. Li gëna am solo mooy liggéeyukaay yi dañu bëgga moom seen model ak seeni done, ci noonu lañuy outsourcing sistem yu metti yi ngir dimbali leen ci anam wu gaaw te yomb ci scale.
Doxal ci àdduna dëgg
Benn kompiñi SaaS dafay weccoo poñ biy jeexal _AIU_PROTECTED_10_ ak API bu méngoo ak Fireworks ngir mëna doxal Llama ci njëg yu yomb te du am benn coppite ci kod bi.
Developpeur bi dafay defar model bi ak adaptatëru LoRA ci kaw Fireworks ngir mëna ko jëfandikoo ngir tënk këyitu yoon.
Ab ndoorte dafay jëfandikoo mode JSON bu Fireworks ak wooteb fonction ngir dooleel ab ndawu liggéey bu wóor buy delloo done yuñ yamale.
Chatbot bu am trafik bu bari mingi wéeru ci dekodaasu speculatif ak batching bu Fireworks ngir tëye latency tontu bi ci diiru charge bu mag.
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
Famille Model Llama
Laaj yi ñuy faral di laaj
What is Fireworks AI?
Fireworks AI platform inférence bu gaaw la, yomb njëg, di joxe ay model yu ubbeeku ak ay model yuñ personaalise bu jaaraleko ci API bu yomb. Dafa am solo ndax dafay may developpeur yi ñu doxal model yu melni Llama, Mixtral, ak DeepSeek ci liggéey ak latency bu tuuti lool ak produit bu bari te duñu yor GPUs ci seen bopp.
Luñu gëna xamee Fireworks IA?
Fireworks mingi yam ci wàllu inference/service, di doxal model yu ubbeeku ak yuñ personaalise bu gaaw te yomb jaaraleko ci API.
Lan moo waral developpeur yi mëna toxu ci Fireworks te duñu soppi benn code?
Fireworks dafay joxe API bu méngoo ak AIU_PROTECTED_10_, suko defee aplikaasioŋ yiñ defaree AIU_PROTECTED_10_ mën nañu joxoñ Fireworks ci coppite yu néew.
Luy 'decodage speculatif,' ab optimisation Fireworks di jëfandikoo?
Decodage speculatif dafay jëfandikoo model projet bu yomb ngir proposer ay token, model bi gëna mag dafay xool ñoom ñaar, gaawlu defar.
Ban xeetu model la Fireworks di njëkka dalal?
Fireworks dafa am katalog bu yaatu ci model yu ubbeeku ak yu kiliyaan yi joxe, te mën nga ci dugg jaaraleko ci API-m.
Ban pexe mooy wàññi memory model bi ak bandwidth bi war ngir gëna gaaw ci liggéey bi?
Quantization dafay wàññi njubteg lim ci poid yi, dagg memory ak jëfandikoo bandwidth suko defee model yi di gëna gaaw te gëna yomb.