tanganke/clip-vit-base-patch32_oxford_flowers102

Model Card

Training Details

Adam Optimizer with a constant learning rate 1e-5 for 4000 steps training (batch_size=128). Only the vision encoder is fine-tuned.

Evaluation Results

Validation set accuracy:

• pre-trained: 0.6803921461105347
• fine-tuned: 0.8980392217636108

Test set accuracy:

• pre-trained: 0.6644982695579529
• fine-tuned: 0.8855098485946655