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Browse files- README.md +16 -0
- config.json +28 -0
- model.safetensors +3 -0
README.md
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---
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library_name: ben2
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tags:
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- BEN2
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- Dichotomous image segmentation
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- background remove
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- background-remove
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- mask-generation
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- model_hub_mixin
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- pytorch_model_hub_mixin
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---
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- Code: https://github.com/PramaLLC/BEN2
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- Paper: [More Information Needed]
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- Docs: [More Information Needed]
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config.json
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{
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"architecture": "pruned",
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"model_size": "30m",
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"model_type": "ben2",
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"pruning_info": {
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"layers_pruned": "Reduced Swin Transformer depths from [2, 2, 18, 2] to [1, 1, 4, 1]",
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"original_params": 94134658,
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"pruned_params": 36275254,
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"pruning_strategy": "depth_reduction",
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"reduction_percent": 61.46450757806971
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},
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"swin_config": {
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"depths": [
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1,
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1,
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4,
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1
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],
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"embed_dim": 128,
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"num_heads": [
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4,
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8,
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16,
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32
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],
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"window_size": 12
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}
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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:e64cef3ef57f958eec3d5d662c69ed573fd84fad8eceb578f5ee678c53d8218e
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size 146293128
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