Raadinta Biam la Hagayo oo leh Kedis caqabado ah

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Waa maxay raadinta cad cad ee jiil kasta?
   • Qaybta sare-k ee ugu macquulsan ee taxanaha qayb ahaan
   • Kaliya calaamadda ugu macquulsan
   • Dhammaan taxanaha suurtogalka ah
   • Muunad aan kala sooc lahayn oo taxane ah
2. Sidee bay hababka ereyada xaddidan sida Grid Beam Search u habeeyaan alwaaxyada?
   • Dhererka wax soo saarka oo keliya
   • Immisa xaddidaadyo loo baahan yahay ayaa laydh kastaa ku qancay
   • Alifbeeto ahaan
   • Kalsoonida moodeelka oo keliya
3. Go'aaminta naxwaha xaddidan, sidee looga hortagayaa soo saarista aan ansax ahayn?
   • Adigoo tirtiraya calaamadaha xun jiilka ka dambeeya
   • Adigoo dib u tababaraya tusaalaha tusaalayaal sax ah
   • Adiga oo qarinaya itimaalka calaamada sidaas darteed kaliya calaamadaha naxwaha saxsan ayaa la oggol yahay
   • Adigoo hoos u dhigaya heerkulka
4. Dhibaato noocee ah ayuu xalliyaa Qoondaynta Beam Dynamic?
   • Waxay meesha ka saartaa baahida caqabadaha
   • Waxay ka dhigaysaa qaabka mid weyn
   • Waxay gabi ahaanba meesha ka saaraysaa baadi-goobka looxa
   • Waxay si hufan u wadaagtaa boosaska laydhka ee heerarka horumarka xannibaadda
5. When can grammar-constrained decoding produce syntactically valid JSON?
   • When the grammar constraint is enforced through completion and the output is not truncated
   • Whenever JSON is mentioned in the prompt
   • Even if the runtime stops before required closing tokens
   • Regardless of whether the active grammar matches the intended schema
6. Waa maxay sababta caqabadaha adagi u soo saari karaan taxane wanaagsan iyada oo aan si gaar ah loo maamulin?
   • Waxay ka dhigaan dhammaan alwaaxyada isku mid ah
   • Iftiinka ixtimaalka sare leh ee iska indha tira caqabadaha ayaa xukumi kara top-k
   • Waxay gaabiyaan GPU-ga
   • Waxay kordhiyaan cabbirka erayada
7. A lexical constraint requires a translation to include “bridge” and “river.” What does constrained beam search enforce?
   • The output has exactly two words
   • The model uses only one beam
   • The completed output includes the required terms
   • The translation is factually accurate
8. A grammar-constrained generator returns JSON that parses successfully. What does that not establish by itself?
   • That the output follows the grammar
   • That required fields can be present
   • That the syntax is valid
   • That the values are factually correct or appropriate for the application