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Publish V-JEPA2 checkpoints

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Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

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  1. README.md +24 -0
  2. mlp_decoder_human.pth +3 -0
  3. vjepa_encoder_human.pt +3 -0
README.md ADDED
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+ ---
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+ tags:
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+ - medical-imaging
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+ - endoscopy
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+ - surgical-phase-recognition
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+ - vjepa2
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+ ---
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+
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+ # V-JEPA2 checkpoints for the AI-Endo Hugging Face Space
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+
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+ This repository stores the published checkpoint set for the **V-JEPA2** phase-recognition path used by `hf_spaces/DINO-ENDO/`.
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+
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+ ## Files
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+
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+ - `vjepa_encoder_human.pt`
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+ - `mlp_decoder_human.pth`
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+
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+ ## Consumed by the Space
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+
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+ Set the following Space environment variable so the Streamlit Space can download these files lazily at runtime:
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+
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+ ```text
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+ VJEPA2_MODEL_REPO_ID=Ryukijano/vjepa2-phase-models
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+ ```
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