Tag: CLIP
-
SimCLR vs CLIP: Why Contrastive Learning Failed in Prod
SimCLR hit 89% accuracy but burned $50K in GPU costs. CLIP served 2000 QPS at 45ms. Real latency benchmarks and the trade-offs papers don't mention.
-
CLIP ViT-L/14 Zero-Shot ImageNet Accuracy: 76.2% Without Fine-Tuning
CLIP ViT-L/14@336px hits 76.2% zero-shot ImageNet top-1 accuracy. We break down how contrastive pretraining works and where it fails.