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Browse files- README.md +26 -0
- config.json +23 -0
- model.safetensors +3 -0
README.md
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---
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base_model:
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- openai/clip-vit-large-patch14
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datasets:
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- tanganke/gtsrb
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metrics:
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- accuracy
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---
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# Model Card
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## Model Details
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- Architecture: ViT-Large with patch size 14
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- Training Data: GTSRB dataset
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## Training Details
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Adam Optimizer with a constant learning rate 1e-5 for 4000 steps training (batch_size=32).
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Only the vision encoder is fine-tuned.
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## Evaluation Results
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- pre-trained: 0.4381546676158905
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- fine-tuned: 0.9932354688644409
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config.json
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{
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"_name_or_path": "results/temp/",
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"architectures": [
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"CLIPVisionModel"
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],
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"attention_dropout": 0.0,
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"dropout": 0.0,
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"hidden_act": "quick_gelu",
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"hidden_size": 1024,
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"image_size": 224,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"model_type": "clip_vision_model",
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"num_attention_heads": 16,
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"num_channels": 3,
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"num_hidden_layers": 24,
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"patch_size": 14,
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"projection_dim": 768,
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"torch_dtype": "float32",
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"transformers_version": "4.39.1"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:de86078624bfed44bad99fd54ac580b78f3b064ae1278e0ff38cecf8a1fc0b8f
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size 1212766896
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