Amagambo ya AI

Niki QLoRA?

Ibisobanuro

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

Amagambo afitanye isano

LoRA (Kurwanya Urwego Ruto)
Ikintu gikora neza-kuringaniza uburyo bwongerera urwego rwo hasi adapter matrices.
Umubare
Guhindura uburemere bwikitegererezo kugirango ugabanye imiterere isobanutse nka 8-bit cyangwa 4-bit.
Kuringaniza neza
Gukomeza amahugurwa kumurongo wihariye kugirango uhuze icyitegererezo cyabanje gutozwa kumurimo runaka.
Guhuza amabwiriza
Kuringaniza neza icyitegererezo kumabwiriza-gusubiza byombi kunoza imirimo ikurikira.
Umubare w'icyitegererezo
Kugabanya umubare wibisobanuro byuburemere bwikitegererezo kugirango ugabanye kwibuka hamwe nigiciro cyo kugereranya.
Parameter-Ikora neza-Guhuza (PEFT)
Uburyo buhuza moderi mugutoza agace gato kongeweho ibipimo.

Wige byinshi mubuyobozi bwacu

QLoRA and 4-Bit Fine-Tuning

See also

DPO (Direct Preference Optimization)Flash AttentionTree of ThoughtsMulti-Head AttentionReActPositional EncodingAgentic LoopRoPE (Rotary Positional Embeddings)
Reba Amagambo yuzuye ya AIShakisha ibyerekezo byose bya AI