What is Quantization? Definition | AI Understanding

Ma'anarsa

Mayar da ma'aunin ƙira zuwa ƙananan madaidaicin tsari kamar 8-bit ko 4-bit.

Sharuɗɗa masu alaƙa

Ƙididdigar Samfura

Rage daidaitattun lambobi na ma'aunin ƙira don rage ƙwaƙwalwar ajiya da ƙimar ƙima.

Dabarar daidaitawa mai kyau wacce ta haɗu da ƙididdige nauyin 4-bit tare da adaftar LoRA don rage buƙatun ƙwaƙwalwar ajiya.

Babban algorithm horo wanda ke sabunta ma'aunin ƙira ta hanyar yada kurakuran tsinkaya baya ta hanyar hanyar sadarwa.

Cibiyar Sadarwar Jijiya ta Convolutional (CNN)

Tsarin gine-ginen jijiyoyi da aka inganta don sarrafa bayanai kamar grid kamar hotuna.

Mayar da ɗanyen bayanai zuwa fasaloli masu fa'ida waɗanda abin ƙira zai iya amfani da su.

AI mai ƙirƙira

Tsarin AI waɗanda ke samar da sabon abun ciki kamar rubutu, hotuna, sauti, bidiyo, ko lamba.

Ƙara koyo a cikin jagororinmu na kyauta

Residual Vector Quantization SmoothQuant and Activation Quantization GPTQ and AWQ Post-Training Quantization Quantization

Duba kuma

Pruning RAG (Retrieval-Augmented Generation)Prompt Injection Recall Prompt Engineering Recommendation System Prompt Red Teaming

Nemo cikakken AI ƙamus Bincika duk jagororin AI kyauta