CLIP ak quiz ci misaali làkku gis-gis

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

1. Lan mooy xalaat bu mag bi ci ginaaw CLIP?
   • Komprime nataal yi ci ay fichier yu gëna ndaw
   • Teg nataal ak mbind ci benn barab buñ bokk
   • Defar ay model 3D ci ay nataal
   • Tekki kàddu ci mbind
2. Ban xeetu tàggat la CLIP di jëfandikoo?
   • Njàngale mu am doole ci feedback nit
   • Etiketu loxo ci bépp mbir ci bépp nataal
   • Jàngat bu wuute buy boole ñaari nataal ak mbind yuy méngoo
   • Kopie poid yi ci modelu wax
3. What does zero-shot classification mean in the original CLIP transfer setup?
   • Using text-defined candidate categories without new task-specific supervised classifier fitting
   • Using a model that never received any pretraining data
   • Running without any computation or electricity
   • A guarantee that every category is classified correctly
4. naka la CLIP di nattee ndax nataal bi ak mbind mi dañu méngoo?
   • ci méngale dayo fichier
   • Ni ñuy lim pixel yi ci melo bu nekk
   • Soo xoolee timestamp bi ci nataal bi
   • Ci nuru cosinus ci seeni vecteur
5. Lu tollu ci ñaata done lañu tàggatee CLIP?
   • Ay junni junni nataal yuñ etikete loxo
   • Mbind kese, amul nataal
   • Lu tollu ci 400 milioŋ ciy nataal ak mbind yu bawoo ci web bi
   • Benn koleksioŋ buñ tànn ci muse
6. How does the cited unCLIP image-generation paper use CLIP representations?
   • The original standalone CLIP encoder directly outputs every image pixel
   • A prior supplies CLIP image embeddings to a generative decoder
   • It removes all image representations and uses only filenames
   • It uses CLIP only as a network-encryption protocol
7. Which image-encoder families were evaluated in the original CLIP paper?
   • Only recurrent text encoders
   • Only a mandatory linear pixel average
   • Only a raw audio codec
   • Modified ResNets and Vision Transformers
8. A CLIP batch contains 32 paired images and texts. How many entries are in its full cross-modal score matrix?
   • 1024
   • 32
   • 64
   • 992