Binciken dacewar kayan aikin gida da samfuri

A takaice

Farashi

$25.99

Isarwa

An isar cikin kwanaki 2

Mai siyarwa

Zinn Digital

Sayar

0

Game da wannan jerin

Aiki da manyan samfuran harshe (large language models) da hanyoyin dawo da bayanan da aka ƙarfafa (retrieval-augmented pipelines) a kan na'urarka ta cikin gida na buƙatar dacewa ta kusa tsakanin samfurin da ka zaɓa da kuma na'urorin da kake da su a hannu. Lokacin da adadin ma'aunin (parameter count) ya wuce ƙwaƙwalwar ajiyar hotonka (graphics memory) ko RAM ɗin na'urarka, saurin aiki na iya raguwa kusan gaba ɗaya yayin da manhajar aikinka ta fara musayar bayanai zuwa diski.

Wannan sabis ɗin yana ba ka cikakken binciken dacewar na'ura kafin ka fara kowane saukewa ko sakawa. Muna duba ainihin na'urarka - Apple Silicon, kwamfutar aiki mai ɗauke da NVIDIA CUDA, ko sabar Windows ko Linux ta yau da kullun - kuma muna bayyana yadda za a sami mafi kyawun aiki daga gare ta a cikin gida.

Abin da muke dubawa

• Iyakar ƙwaƙwalwar ajiyar hoto: muna auna keɓantaccen VRAM ɗinka don tabbatar da samfuri mafi girma da za ka iya amfani da shi, ko na ma'auni 7B ne, 13B, ko 34B.
• Rabon ƙwaƙwalwar ajiyar na'ura: muna lissafin iyakokin CPU-inference da iyakokin sauke nauyi (offloading limits) don na'urorin da ba su da keɓantaccen GPU, ko kuma inda ake raba ƙwaƙwalwar ajiya.
• Jagorar rage girma (quantisation): muna ba da shawarar saitunan quantisation da suka dace - yawanci Q4_K_M, Q5_K_M, ko Q8_0 - don daidaita saurin aiki da ingancin samfuri don saitin na'urarka.
• Matsakaicin tagar mahallin bayani (context window ceiling): muna lissafin amintaccen adadin alamomi (tokens) mafi girma domin binciken manyan takardu kada ya tura na'urarka cikin matsalar ƙarewar ƙwaƙwalwar ajiya (out-of-memory failure).

Maimakon yin hasashen nau'ikan buɗaɗɗen tushe (open-source weights) da za su yi aiki, ko mamakin dalilin da ya sa saitin cikin gidanka yake jinkiri, za ka sami tsari na musamman don na'urarka wanda mutanen da ke aiki da waɗannan kayan aiki kai tsaye suka tsara. Don farawa, turo mana yankin (domain) da oda ta shafi kansa da kuma taƙaitaccen bayani da ke kwatanta saitinka da manufofinka.