What is Instruction Tuning? Definition | AI Understanding

Incazelo

Ukulungisa kahle imodeli kumapheya emiyalelo nezimpendulo ukuze uthuthukise umsebenzi olandelayo.

Imigomo ehlobene

Ukuqhubeka nokuqeqeshwa kudatha eqondene nesizinda ukuze kulungiswe imodeli eqeqeshwe ngaphambilini emsebenzini othile.

I-LoRA (Ukujwayela Kwezinga Eliphansi)

Indlela yokushuna esebenza kahle ngepharamitha eyengeza amatrices e-adaptha esezingeni eliphansi.

I-Parameter-Efficient Fine-Tuning (PEFT)

Izindlela ezijwayelanisa amamodeli ngokuqeqesha isethi encane yamapharamitha angeziwe.

Ukwaziswa Kwesistimu

Umyalelo obaluleke kakhulu osetha ukuziphatha, inqubomgomo, nesitayela sokuphendula semodeli.

Dlulisa Ukufunda

Ukusebenzisa ulwazi olufundiwe kumsebenzi owodwa noma esizindeni ukuze kuthuthukiswe omunye umsebenzi.

Ikhompyutha Yesikhathi Sokuhlola

Izibalo ezengeziwe zokucatshangelwa ezisetshenziswa ngesikhathi sokwenziwa kwezimpendulo ukuze kuthuthukiswe ikhwalithi noma ukucabanga.

Funda kabanzi kumhlahlandlela wethu wamahhala

Fine-Tuning Rejection Sampling Fine-Tuning QLoRA and 4-Bit Fine-Tuning Custom Diffusion Multi-Concept Tuning

Bhekafuthi

Inference-Time Compute Intent Classification Inference Jailbreak In-Context Learning Knowledge Cutoff Hyperparameter Knowledge Distillation

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala