What is Quantization? Definition | AI Understanding

Ibisobanuro

Guhindura uburemere bwikitegererezo kugirango ugabanye imiterere isobanutse nka 8-bit cyangwa 4-bit.

Amagambo afitanye isano

Umubare w'icyitegererezo

Kugabanya umubare wibisobanuro byuburemere bwikitegererezo kugirango ugabanye kwibuka hamwe nigiciro cyo kugereranya.

Tekinike nziza yo guhuza ihuza uburemere bwa 4-bit hamwe na LoRA adaptate kugirango igabanye kwibuka.

Gusubira inyuma

Amahugurwa yibanze algorithm ivugurura uburemere bwikitegererezo mugukwirakwiza amakosa yo guhanura inyuma binyuze murusobe.

Umuyoboro wa Neural Network (CNN)

Imyubakire yuburyo bwiza yatunganijwe mugutunganya grid-nkamakuru nkamashusho.

Gukuramo ibiranga

Guhindura amakuru yibanze mubintu bitanga amakuru urugero rushobora gukoresha.

Sisitemu ya AI itanga ibintu bishya nk'inyandiko, amashusho, amajwi, amashusho, cyangwa code.

Wige byinshi mubuyobozi bwacu

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

See also

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

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