Umtapo wezincwadi we-AI wamahhala

Ubuchwepheshe abaqondisiMahhala phakade.

177 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

177Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~6hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

Umtapo wolwazi ogcwele

Zonke iziqondiso

177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Ubuchwepheshe

Amamodeli we-1-Bit kanye ne-Ternary BitNet

I-BitNet ingumugqa wocwaningo we-Microsoft obonisa ukuthi amamodeli ezilimi amakhulu angaqeqeshwa ngezisindo ezikhawulelwe kubhithi elingu-1, noma amanani amathathu...

2 min fundaFunda
Ubuchwepheshe

I-GPTQ kanye ne-AWQ Post-Training Quantization

I-GPTQ ne-AWQ izindlela ezimbili ezihamba phambili zokunciphisa amamodeli olimi asevele aqeqeshelwe ukuya ekunembeni okuyi-4-bit ukuze asebenzise ihadiwe eshibhile, encane.

2 min fundaFunda
Ubuchwepheshe

I-ROUGE kanye ne-BLEU Evaluation Metrics

I-ROUGE kanye ne-BLEU amamethrikhi azenzakalelayo anamandla okuqhathanisa umbhalo okhiqizwe ngomshini nezinkomba zabantu.

2 min fundaFunda
Ubuchwepheshe

I-RAG Ecatshangelwayo kanye Nokuhlelwa Kwe-Retrieval-Augmented Drafting

I-RAG eqagelayo iyasheshisa futhi ilola isizukulwane esivuswe ukubuyiswa ngokuba nemodeli encane, esheshayo okusalungiswa izimpendulo zamakhandidethi amaningi kusukela kubuyiswe…

2 min fundaFunda
Ubuchwepheshe

I-Block-Sparse ne-Native Sparse Attention

Ukunaka okungatheni kanye nokunganakwa komdabu kuvumela ama-transformer ukuthi abheke kuphela izingcezu ezifanele zokulandelana okude esikhundleni sawo wonke amathokheni, ukusika...

2 min fundaFunda
Ubuchwepheshe

Imiphumela yemodeli yolimi lokumaka

I-Watermarking ishumeka isignali yezibalo efihliwe embhalweni okhiqizwe yi-AI ukuze kamuva ibonakale njengebhalwe ngomshini, ngaphandle kokushintsha lokho umfundi ongumuntu...

2 min fundaFunda
Ubuchwepheshe

Ukuqopha Okuqagelwayo nge-EAGLE

Ukukhipha amakhodi okuqagela kusheshisa ukuchazwa kwemodeli enkulu yolimi ngokuvumela imodeli encane yokusalungiswa iqagele amathokheni ambalwa ngaphambili, imodeli enkulu bese iwaqinisekisa...

2 min fundaFunda
Ubuchwepheshe

Ithonya Imisebenzi Yokubalulwa Kwedatha Yokuqeqesha

Imisebenzi yethonya ilinganisela ukuthi isibonelo ngasinye sokuqeqeshwa sikulolonge kangakanani ukubikezela kwemodeli, okukuvumela ukuthi ulandelele okukhiphayo emuva kudatha ekudalile.

2 min fundaFunda
Ubuchwepheshe

I-Batch Normalization

I-Batch normalization iyindlela ebeka kabusha okokufaka kusendlalelo ngasinye senethiwekhi ye-neural ngesikhathi sokuqeqeshwa, okwenza amanethiwekhi ajulile aqeqeshe ngokushesha nangaphezulu...

2 min fundaFunda
Ubuchwepheshe

I-Hyperparameter Tuning

Ama-hyperparameter yizilungiselelo ozikhethayo ngaphambi kokuqeqeshwa, njengezinga lokufunda noma usayizi wemodeli, imodeli engazifundi yona ngokwayo.

2 min fundaFunda
Ubuchwepheshe

Ukufunda Okuphambene

Ukufunda okuphambene kufundisa imodeli ukuhlanganisa izinto ezifanayo futhi ihlukanise izinto ezingafani endaweni yokushumeka.

2 min fundaFunda
Ubuchwepheshe

Ukuqinisa Ukufunda Kusuka Kumpendulo Yomuntu

I-RLHF iwubuchule obushintsha imodeli yolimi eluhlaza ibe umsizi owusizo, onesizotha ngokuyiqeqesha ngokuthandwa abantu.

2 min fundaFunda

Uqedile ukufunda? Ake usikhombise sibone.

Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.