Tare AI
Tare AI dandamali ne na girgije wanda aka gina musamman don buɗe tushen AI, yana barin masu haɓakawa suyi gudu, daidaitawa, da samfuran jirgin ƙasa kamar Llama da DeepSeek akan kayan aikin GPU mai sauri.
Dubawa
It matters because it gives teams a transparent, lower-cost alternative to closed model providers without giving up control of their data.
Zurfafa nutsewa
An kafa shi a cikin 2022 ta Vipul Ved Prakash da ƙungiyar masu bincike masu alaƙa da Stanford, Tare AI ta sanya kanta azaman girgije don buɗewa da haɓakar al'ada AI. Babban hadayar sa shine dandamalin ra'ayi wanda ke ba da ɗaruruwan buɗaɗɗen samfura kamar Meta's Llama, Mistral, Qwen, da DeepSeek ta hanyar OpenAI- APIs masu jituwa, don haka musanyawa a cikin buɗaɗɗen ƙira na iya zama canjin layi ɗaya. Hakanan yana hayar gungu na GPU (GPU Clusters / samun damar GPU nan take) don horo kuma yana ba da kayan aikin daidaitawa. Ƙungiyar bincike ta ba da gudummawa ga ayyuka kamar RedPajama, buɗaɗɗen bayanai na sake ƙirƙira bayanan horo na Llama, da ingantawa irin na FlashAttention. Filin wasa: 'yancin buɗe ido tare da sauri, arha, hidimar ƙima.
Fahimtar Fasaha
Gudun tare yana zuwa daga injiniyan ƙididdigewa, ba kawai kayan aikin danye ba. Yana amfani da ingantattun kernels (wanda ya sauko daga aikin FlashAttention), ƙididdige ƙididdigewa, ƙididdigewa, da ci gaba da batching don tura ƙarin alamun kowane GPU. Ana ba da samfura a bayan OpenAI-mai jituwa REST API, don haka buƙatun sun yi kama da ƙarshen kasuwanci amma hanyar buɗe ma'auni. Don horarwa, yana dinka GPUs cikin manyan gungu na bandwidth tare da haɗin kai cikin sauri, kuma ƙungiyar bincikenta tana da buɗaɗɗen bayanan bayanai da hanyoyin da ke dawowa cikin dandamali.
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 Tare AI
Tare AI suna hawan haɓaka a cikin ingantattun samfuran buɗe ido-DeepSeek, Llama, Qwen-wanda ke ƙara rufaffiyar tsarin kishiya. Yi tsammanin zurfafa saka hannun jari a cikin rahusa rahusa, sabis-samfurin ba da tunani, yawan aiki na aiki, da keɓantaccen ƙarfin GPU don kamfanoni suna taka-tsan-tsan aika bayanai zuwa rufaffiyar APIs. Yayin da buɗaɗɗen ma'aunin nauyi ke rufe gibin inganci, fare tare shine ƙarin kamfanoni za su so su mallaki da keɓance samfuran su. Gasa daga hyperscalers da sauran gizagizai na GPU za su matsa lamba, suna tura ƙarin ƙwarewa a cikin aiki da ƙwarewar haɓakawa.
Aiwatar da Gaskiyar Duniya
Farawa ta musanya OpenAI's API don samfurin Llama akan Tarin OpenAI-madaidaitan maƙasudin ƙarshe don rage ƙimar ƙima yayin kiyaye lamba ɗaya.
Wani kamfani yana hayar gungun GPU da aka keɓe akan Tare don daidaita fasalin buɗaɗɗen kan takaddun ciki masu zaman kansu.
Mai haɓakawa yana amfani da API maras sabar tare don gudanar da DeepSeek don chatbot ba tare da sarrafa kowane kayan aikin GPU ba.
Ƙungiyar bincike tana amfani da buɗaɗɗen bayanan RedPajama tare da kayan aiki don tsara ƙirar takamaiman harshe na yanki.
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 Together AI 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
Sikelin AI
Tambayoyin da ake yawan yi
What is Together AI?
Tare AI dandamali ne na girgije wanda aka gina musamman don buɗe tushen AI, yana barin masu haɓakawa suyi gudu, daidaitawa, da samfuran jirgin ƙasa kamar Llama da DeepSeek akan kayan aikin GPU mai sauri. Yana da mahimmanci saboda yana ba ƙungiyoyin gaskiya, madadin farashi mai rahusa ga rufaffiyar ƙirar ƙira ba tare da barin sarrafa bayanansu ba.
Menene Tare AI da farko aka sani da dandamalin girgije?
Tare AI wani girgije ne da aka gina don buɗewa da haɓakar al'ada AI, mai da hankali kan hidima, daidaitawa, da horar da samfuran buɗe ido.
Me yasa aka siffanta API ɗin Together a matsayin 'OpenAI-mai jituwa'?
OpenAI-mai jituwa yana nufin tsarin tsarin buƙatun ya dace, don haka masu haɓakawa zasu iya nuna lambar da ke akwai a buɗaɗɗen ƙira tare da canje-canje kaɗan.
Wanne buɗaɗɗen aikin saitin bayanai ne ke da alaƙa da binciken Tare AI?
RedPajama wani yunƙurin saitin bayanai ne, wanda ke da alaƙa da Tare, waɗanda suka sake ƙirƙira bayanan horarwa irin na Llama.
Wace dabara ce ke taimakawa tare da samar da ƙarin alamun kowane GPU?
Tare suna amfani da ƙididdige ƙididdiga, ingantattun kernels irin na FlashAttention, ƙididdigewa, da ci gaba da batching don haɓaka kayan aiki.
Bayan APIs marasa uwar garken, wadanne kayan more rayuwa tare suke samarwa don manyan ayyukan horo?
Hayar gungu na GPU tare da haɗe-haɗe tare da babban haɗin haɗin bandwidth don horarwa da manyan kayan aiki.