Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Models Joogtada

Fahmo sida moodooyinka joogtaynta ay u bartaan hal-tallaabo ama jiil yar oo tallaabo ah oo ka yimaadda marinnada fidsan iyo caqabadaha xuduudaha.

Wadooyinka haga ee la xidhiidhaQaababka Joogtada ah
Su'aal 1 ee 8

Waa maxay dhibaatada asaasiga ah ee moodooyinka faafintu ay wax ka qabtaan moodooyinka joogtada ah?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay dhibaatada asaasiga ah ee moodooyinka faafintu ay wax ka qabtaan moodooyinka joogtada ah?
    • Saamaynta faafinta waa mid gaabis ah sababtoo ah waxay u baahan tahay tillaabooyin badan oo soo noqnoqonaya
    • Faafintu ma dhalin karto sawirro midab leh
    • Faafidu waxay isticmaashaa xusuusta aad u yar
    • Faafintu waxay ku shaqeysaa qoraalka kaliya
  2. Waa maxay hantida 'is-waafajinta' moodooyinkan loo tababaray inay qanciyaan?
    • Sawir kasta waa inuu noqdaa isku midab
    • Dhibic kasta oo ku saabsan khariidadaha raad-raaca ee buuqa-ilaa-xogga ilaa isla barta dhamaadka nadiifka ah
    • Qaabku waa inuu ku heshiiyaa calaamadeeyaha aadanaha
    • Wax-soo-saarku waa inuu la mid yahay dhawaaqa wax-gelinta
  3. Waa maxay shuruudaha soohdinta ay tahay in shaqada joogteynta ay qanciso waqtiga eber?
    • Waa inay soo saartaa buuq saafi ah
    • Waa inay soo saartaa sawir madow
    • Waa in ay u dhaqantaa sida aqoonsiga (soo celi gelinta iyada oo aan isbeddelin)
    • Waa inay soo saartaa celceliska xogta xogta
  4. Sidee baa qaab joogto ah looga abuuri karaa qaabka fidinta ee jira?
    • Adigoo tirtiraya kala badh lakabkeeda si aan kala sooc lahayn
    • Adigoo u rogaya geed go'aan
    • Adigoo ku tababaraya kaliya xogta qoraalka
    • Iyada oo si joogta ah loo leexiyo qaabka faafinta hore loo tababaray
  5. Farsamo noocee ah ayaa dejisa tababarka joogtaynta iyadoo la siinayo yoolalka waxbarashada?
    • Shabakadda bartilmaameedka ah ayaa loo cusboonaysiiyay sidii celcelis dhaqdhaqaaq jibbaaran
    • Si aan kala sooc lahayn u tirtirida shaqada khasaaraha
    • Laba-laabista heerka waxbarashada tallaabo kasta
    • Isticmaalka hal sawir oo tababar ah
  6. How many sampling steps did the Latent Consistency Models paper report for high-quality 768×768 image generation?
    • Hundreds of steps in every setting
    • Two to four sampling steps
    • Exactly one training epoch
    • No sampling or model evaluation
  7. What are two training routes introduced for consistency models?
    • Only supervised image classification
    • Only adversarial training with a discriminator
    • Consistency distillation from a pretrained diffusion model and standalone consistency training
    • Token prediction and masked language modeling
  8. Which zero-shot image-editing tasks did the consistency-model paper demonstrate?
    • Speech diarization and speaker verification
    • Machine translation and summarization
    • Database query planning and code completion
    • Inpainting, colorization and super-resolution