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README.md
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Tiny random Siglip model. For testing purposes only.
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Tiny random Siglip model. For testing purposes only.
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Script used to create this tiny random model:
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```python
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from transformers import AutoConfig, AutoModel
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config = AutoConfig.from_pretrained("HuggingFaceM4/siglip-so400m-14-384", trust_remote_code=True)
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config._name_or_path = 'HuggingFaceM4/tiny-random-siglip'
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config.text_config.hidden_size = int(config.text_config.hidden_size/8)
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config.text_config.intermediate_size = int(config.text_config.intermediate_size/8)
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config.text_config.num_attention_heads = int(config.text_config.num_attention_heads/8)
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config.text_config.num_hidden_layers = 3
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config.text_config.projection_dim = int(config.text_config.projection_dim/8)
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config.vision_config.hidden_size = int(config.vision_config.hidden_size/8)
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config.vision_config.image_size = 30
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config.vision_config.intermediate_size = int(config.vision_config.intermediate_size/8)
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config.vision_config.num_attention_heads = int(config.vision_config.num_attention_heads/8)
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config.vision_config.num_hidden_layers = 3
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config.vision_config.patch_size = 2
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config.vision_config.projection_dim = int(config.vision_config.projection_dim/8)
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config.auto_map = {
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"AutoConfig": "HuggingFaceM4/tiny-random-siglip--configuration_siglip.SiglipConfig",
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"AutoModel": "HuggingFaceM4/tiny-random-siglip--modeling_siglip.SiglipModel"
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}
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config.save_pretrained("./tiny-random-siglip")
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model = AutoModel.from_pretrained("HuggingFaceM4/siglip-so400m-14-384", trust_remote_code=True)
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SiglipModel = model.__class__
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new_model = SiglipModel(config)
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new_model.save_pretrained("./tiny-random-siglip")
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```
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