What is Eval Harness? Definition | AI Understanding

Incazelo

Uhlaka lokuhlola oluphindaphindayo olusebenzisa ukwaziswa, amasethi edatha, kanye nengqondo yokunikeza amaphuzu kuzo zonke izinguqulo zemodeli.

Imigomo ehlobene

Isethi Yokuhlola

Idathasethi ebanjiwe esetshenziselwa ukukala ikhwalithi yemodeli ngemva kokuqeqeshwa.

I-AGI (Artificial General Intelligence)

Isistimu ye-AI ecatshangelwayo engakwazi ukwenza imisebenzi eminingi yobuhlakani ezingeni lomuntu ezizindeni eziningi.

I-algorithmic Transparency

Yeka ukuthi kucace kangakanani ukuqonda kwesistimu ye-AI, imithombo yedatha, kanye nemikhawulo kubhalwe phansi futhi kuyaqondakala.

Amasethi wedatha amakhulu kakhulu futhi ayinkimbinkimbi adinga ukugcinwa nokucutshungulwa kwamasu okukala.

Inkumbulo (Inkumbulo yomenzeli)

Ingqikithi egciniwe umenzeli we-AI usebenzisa ezinyathelweni zonke noma izikhathi ukuze athuthukise ukuqhubeka.

Prompt Engineering

Ukuklama ukwaziswa kokuthuthukisa ikhwalithi yokuphumayo, ukwethembeka, nokulawulwa.

Funda kabanzi kumhlahlandlela wethu wamahhala

AI Evaluation Basics LLM Evaluations Retrieval Quality Linear Probing and Frozen Feature Evaluation

Bhekafuthi

Embedding Model Feature Store Distilled Model Groundedness Differential Privacy Guarded Decoding Data Provenance Human Preference Model

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