I-Microsoft yethula amamodeli amathathu e-AI angaphakathi okubhala phansi, izwi nezithombe, inciphisa ukuthembela ku-OpenAI futhi ihlose i-AI yebhizinisi esheshayo neshibhile.
Funda ukuthi ungawalungisa kanjani ama-LLM endawo, ukuthi uwasebenzisa nini ama-RAG, nokuthi ungawahlanganisa kanjani womabili ukwakha abasizi be-AI abazimele, abaqondene nesizinda.
Funda ukuthi ungalungisa kanjani, uhlole futhi uqaphe ama-LLM ngezilinganiso eziqinile, ukulandelela kanye nokusetshenziswa kudivayisi ukuze uthole izinhlelo zokusebenza ze-AI eziphephile nezithembekile.
Thola ukuthi ungqimba lokulawula lwe-AI lwenza kanjani izinhlelo ze-ejenti ziphephe, zihlolwe futhi zithembeke ezindaweni zamabhizinisi, zezimboni kanye nezesayensi.
Thola ukuthi amamodeli ezilimi aqondene nesizinda athuthukisa kanjani ukunemba, anciphise izindleko futhi anciphise ingozi ye-AI emikhakheni efana nezezimali, umthetho, ezokwelapha kanye nesofthiwe.
Qonda isikhathi sokusebenza se-PyTorch, kusukela ku-C++ kanye ne-CUDA internals kuya ku-TorchScript kanye nezikhathi zokusebenza ezikhiqizwe yi-AI njenge-VibeTensor, ukuze uthole i-AI esebenza kahle kakhulu.
Thola izendlalelo ezibalulekile zokuqaphela i-AI ukuze wenze ama-LLM nama-ejenti athembeke, aphephe, asebenzise kahle izindleko futhi ahambisane nomthetho ekukhiqizweni kwangempela.
Qonda amamodeli amakhulu olimi kusukela kumathokheni kuya kuma-transformer, ukulinganisa kanye nokusebenza kwendawo, okuchazwe ngesiNgisi esicacile nesisebenzayo.
I-Maia 200 iyi-chip entsha ye-AI yangaphakathi ye-Microsoft yokunikeza isiphetho esisheshayo nesisebenzayo ku-Azure, incintisana ne-Trainium ne-TPU ngamandla e-FP4 angaphezu kwe-10 PFLOPS.