What is Instruction Tuning? Definition | AI Understanding

Tsanangudzo

Kunyatsogadzirisa modhi pamirairo-mhinduro mbiri kuti uvandudze basa rinotevera.

Mashoko anoenderana

Kugadziriswa kwakanaka

Kuenderera mberi nekudzidziswa padomeine-chaiyo data kugadzirisa iyo isati yadzidziswa modhi kune rimwe basa.

LoRA (Low-Rank Adaptation)

A parameter-inoshanda zvakanaka-tuning nzira inowedzera yakaderera-rank adapter matrices.

Parameter-Inoshanda Fine-Tuning (PEFT)

Nzira dzinogadzirisa mamodheru nekudzidzisa diki diki rekuwedzera paramita.

Murairo wepamusoro-soro unoisa maitiro, mutemo, uye maitiro ekupindura emuenzaniso.

Kutamisa Kudzidza

Kushandisa ruzivo rwakadzidzwa mune rimwe basa kana dura kuvandudza rimwe basa.

Test-Nguva Compute

Yekuwedzera inference computation inoshandiswa panguva yekugadzira mhinduro kuvandudza kunaka kana kufunga.

Dzidza zvakawanda mumadhairekitori edu emahara

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

Onawo

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

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori