What is Top-k Sampling? Definition | AI Understanding

Qeexid

Istaraatiijiyad dejineed oo muunado ka soo qaada kaliya k ee ay u badan tahay calaamadaha xiga.

Shuruudaha la xiriira

Sambalaynta sare-p (Nucleus).

Istaraatiijiyad dejineed oo muunad ka soo qaadanaysa calaamadda ugu yar oo jaanisyada suurtogalka ahi ay dhan tahay p.

Naqshadeynta la ilaaliyo

Istaraatiijiyad jiilka oo xannibaysa calaamadaha wax-soo-saarka qaab-dhismeed sax ah ama doorashooyin waafaqsan siyaasadda.

Waxbarasho yar-Shot

Barashada ama la qabsiga hab-dhaqanka tiro yar oo tusaalooyin ah.

Halbeeg-qaab luuqadeed oo cabbiraya sida uu moodelku ula yaabay calaamadaha xiga ee runta ah.

Decoding mala awaal ah

Habka dardargelinta fikradda halkaas oo qaab yar oo qabyo ah uu soo jeediyo calaamado muujinaya in qaabka weyni uu si siman u xaqiijiyo.

Furaha iyo kiraystayaasha qiimaha leh ee la kaydiyay calaamadihii hore ee u oggolaanaya transformers-ku inay soo saaraan calaamado cusub iyada oo aan dib loo xisaabin dareenka hore.

Wax badan ka baro hagayaashayada bilaashka ah

Typical Sampling Speculative Sampling Verification Entropy-Based Sampling Early Stopping

Eeg sidoo kale

Tool Use Tokenization Transfer Learning Token Transformer Temperature Training Loss System Prompt

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah