Iyali Model Llama
Llama dangin Meta ne na manyan nau'ikan yare masu buɗaɗɗen nauyi waɗanda kowa zai iya saukewa, gudu, da daidaitawa kyauta.
Dubawa
By releasing the weights publicly, Meta turned Llama into the foundation for a huge open-source AI ecosystem.
Zurfafa nutsewa
Llama (Babban Samfurin Harshe Meta AI) jerin nau'ikan nau'ikan yare ne waɗanda Meta ya haɓaka. Llama na farko ya isa a farkon 2023 azaman sakin bincike; Llama 2 (Yuli 2023) ya ƙara lasisin izini da ke ba da damar yin amfani da kasuwanci, kuma Llama 3 da 3.1 (2024) sun ƙaru sosai, tare da ƙirar sigina-biliyan 405 da ke fafatawa da manyan tsarin mallakar mallaka. Siffa mai ma'ana ita ce Meta tana buga ma'aunin ƙira, don haka masu haɓakawa za su iya sarrafa Llama akan kayan aikin nasu, su keɓance shi, kuma su guji aika bayanai zuwa API na waje. Wannan buɗewar ta haifar da dubunnan ƙira da kayan aiki. Samfuran Llama sun zo da girma dabam dabam (daga ƴan biliyan zuwa ɗaruruwan biliyoyin sigogi) kuma sun haɗa da bambance-bambancen ''tattaunawa'' da aka daidaita koyarwa tare da ƙirar tushe.
Fahimtar Fasaha
Samfuran Llama su ne masu taswira-kawai waɗanda aka horar da su don hasashen alama ta gaba akan tiriliyan na alamomin rubutu da lamba. Suna amfani da zaɓin ƙira da aka mayar da hankali kan inganci kamar RMSNorm, kunnawa SwiGLU, abubuwan sakawa na juyi (RoPE), da kulawar haɗaɗɗiyar tambaya a cikin manyan juzu'i don haɓaka haɓakawa. Bambance-bambancen da aka daidaita umarni ana ƙara inganta su tare da kulawa mai kyau da kuma ƙarfafa koyo daga ra'ayin ɗan adam (RLHF) don haka suna bin faɗakarwar mai amfani da kuma nuna matsayin mataimaka masu taimako.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar Iyali Model Llama
Meta yana tura Llama zuwa manyan tagogin mahallin, ƙwaƙƙwaran harsuna da yawa da iyawa daban-daban (bambance-bambancen hangen nesa sun riga sun wanzu), da ƙara ƙarfin na'urar. Yi tsammanin ci gaba da buɗewa wanda ke matsa lamba ga kasuwa mafi girma akan farashi da samun dama, da haɓakar yanayin yanayin yanayi mai kyau, bambance-bambancen Llama na yanki. Tattaunawa kan abin da ya kamata 'buɗe' ya kamata ya nufi, gami da lasisi da iyakoki masu karɓuwa, za su ci gaba da tsara yadda za a iya amfani da waɗannan ma'aunin nauyi cikin 'yanci.
Aiwatar da Gaskiyar Duniya
Masu farawa da masu bincike suna daidaita Llama akan bayanai masu zaman kansu don gina tatsuniyoyi na al'ada ba tare da biyan kuɗin API na-alama ba.
Masu haɓakawa suna gudanar da ƙananan ƙirar Llama a cikin gida akan kwamfyutocin kwamfyutoci ko sabar don aikace-aikacen sirrin sirri inda bayanai ba za su iya barin ginin ba.
Kamfanoni suna amfani da Llama da aka daidaita koyarwa azaman tushe don mataimakan coding, taƙaitawa, da kayan aikin tallafi na abokin ciniki.
Ayyukan al'umma na buɗaɗɗen ma'aunin nauyi kamar Code Llama da ƙididdiga na Hugging Face marasa adadi da aka yi amfani da su wajen binciken ilimi.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Llama Model Family quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Jagora na gaba
NVIDIA Cosmos World Foundation Model
Tambayoyin da ake yawan yi
What is Llama Model Family?
Llama dangin Meta ne na manyan nau'ikan yare masu buɗaɗɗen nauyi waɗanda kowa zai iya saukewa, gudu, da daidaitawa kyauta. Ta hanyar fitar da ma'aunin nauyi a bainar jama'a, Meta ya juya Llama zuwa tushe don babban buɗaɗɗen tushen muhallin AI.
Menene ya sa dangin Llama ya bambanta da nau'ikan gasa da yawa?
Siffar ma'anar Llama ita ce Meta yana sakin ma'aunin nauyi a bayyane, barin masu haɓakawa suyi gudu, daidaitawa, da ɗaukar nauyin samfuran.
Menene ma'anar gajarta 'Llama' take nufi?
Llama yana nufin Babban Samfuran Harshe Meta AI, yana nuna manufarsa da mahaliccinsa.
Wanne sakin Llama ya fara ƙara lasisin da ke ba da izinin amfani da kasuwanci mai yawa?
Llama 2, wanda aka saki a watan Yuli 2023, ya zo tare da ƙarin lasisin izini wanda ya ba da izinin amfani da kasuwanci, sabanin fitowar bincike-kawai na farko.
Menene gine-ginen da ke ƙarƙashin ƙirar Llama?
Samfuran Llama ƙwararrun masu taswira ne kawai waɗanda aka horar da su don tsinkaya alama ta gaba akan babban rubutu da lambar corpora.
Ta yaya Llama 'chat' ko bambance-bambancen da aka daidaita umarni ake yin su don bin faɗakarwar mai amfani?
Samfuran Llama da aka gyara koyarwa an gyara su tare da kulawa mai kyau da kuma RLHF don haka suna aiki azaman taimako, mataimaka masu bi da sauri.