ZML Yawunikidwa: Kugwira Ntchito Mwapamwamba Kwambiri pa Chip Iliyonse (NVIDIA, AMD, TPU & Zina)

#Quasa #QUA #zml

ZML ndi kampani ya zomangamanga za AI yomwe ili ku Paris ndipo ikupanga zida zogwirira ntchito pamodzi za inference zokonzeka kugwiritsidwa ntchito m'machitidwe enieni, zomwe zimalekanitsa ntchito za AI ndi hardware ya eni ake. Mfundo yawo yaikulu — “Kuchokera ku Model Kupita ku Hardware” — imalola model iliyonse kugwira ntchito pa zida zosiyanasiyana zofulumizitsa ntchito (NVIDIA, AMD, TPU, Trainium ndi zina) pogwiritsa ntchito code imodzi, kwinaku ikupangitsa hardware kugwira ntchito pamlingo wake wapamwamba kwambiri.

Mosiyana ndi ma framework achikhalidwe amene amadalira kwambiri malo oyendetsera mapulogalamu a Python olemera ndiponso magawo obisa tsatanetsatane wa ntchito, ZML imamasulira ma model mwachindunji kuti azigwira ntchito pa hardware pogwiritsa ntchito Zig ndi MLIR. Izi zimachepetsa kwambiri ntchito zowonjezera za makina, zimathandiza kudziwiratu bwino momwe ntchito idzayendere, zimawonjezera liwiro, ndipo zimapangitsa ntchito ya opanga mapulogalamu kukhala yosavuta kwambiri. Kampaniyi imakana momveka bwino kusunga mkhalidwe wa pulogalamu mobisika, njira zobisa tsatanetsatane wa ntchito zomwe zimaoneka ngati zamatsenga, ndiponso malo oyendetsera mapulogalamu odalira kwambiri Python, ndipo m'malo mwake imakonda kuonetsa zinthu poyera, kuthekera kophatikiza zigawo, ndi kugwira ntchito mwapamwamba.

Posachedwapa ZML yatulutsa ZML/LLMD, seva yamphamvu ya inference ya LLM, ndipo yadziwika kale pakati pa anthu ogwira ntchito za AI, kuphatikizapo kuthandizidwa poyera ndi Yann LeCun, wopambana mphoto ya Turing Award. Zida zogwirira ntchito pamodzi zimenezi zapangidwira mwapadera machitidwe enieni amene kugwira ntchito mwapamwamba ndi kutha kugwiritsa ntchito hardware zosiyanasiyana n'zofunika kwambiri.

ZML ndi yoyenera kwambiri kwa mainjiniya a AI, magulu a ML, makampani oyamba kumene, ndi mabizinesi akuluakulu amene amagwiritsa ntchito ma model pamlingo waukulu ndipo akufuna kupewa kumangodalira wogulitsa m'modzi, kwinaku akupeza liwiro lapamwamba kwambiri la inference pa ma chip osiyanasiyana.

Mfundo Zazikulu

• Inference yosadalira mtundu wina wa hardware kwenikweni pogwiritsa ntchito code imodzi.
• Kumasulira code mwachindunji kuti igwire ntchito pa zida zosiyanasiyana zofulumizitsa ntchito pamlingo wapamwamba kwambiri.
• Ntchito zowonjezera za makina zochepa kwambiri ndiponso kusavuta kwambiri kwa ntchito ya opanga mapulogalamu.
• Kutsindika kwambiri kukonzeka kugwiritsidwa ntchito m'machitidwe enieni ndi kudziwiratu momwe ntchito idzayendere.

Zinthu Zomwe Mungafunike Kuziganizira

• Popeza njirayi ndi yatsopano ndithu ndipo imafuna kumvetsa bwino zinthu zaukadaulo, magulu amene anazolowera ma framework odalira kwambiri Python angafunike nthawi yophunzira.
• Ndi yoyenera kwambiri kwa ogwiritsa ntchito amene amaika patsogolo mphamvu yeniyeni yogwirira ntchito ndi kutha kulamulira momwe ntchito ikuyendera.

Chigamulo Chonse: Nyenyezi 4.5/5

ZML ndi imodzi mwa njira za inference ya AI za mu 2026 zomwe zili ndi zolinga zazikulu kwambiri komanso zotsatira mfundo zaukadaulo mosamalitsa kwambiri. Potsatira njira ya “kuchokera ku model kupita ku hardware,” kampaniyi ikuthetsa mavuto enieni amene amakhalapo pogwiritsa ntchito ma model m'machitidwe enieni okhudza kugwira ntchito mwapamwamba, kusinthasintha, ndi kukhutira kwa opanga mapulogalamu. Ndi njira yolonjeza kwa aliyense amene amafunitsitsa kugwiritsa ntchito AI yogwira ntchito mwapamwamba kwambiri komanso yotha kugwira ntchito pa hardware zosiyanasiyana.

Pezaninso mphotho ya QUA polemba ndemanga pa Quasa.io!

Yambani: https://quasa.io/projects/zml

#Quasa #QUA #zml #QuasaRewards