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Add attribution README — credit: PyTorch / torchvision

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+ ---
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+ license: bsd-3-clause
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+ tags:
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+ - mirror
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+ - xai
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+ - video
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+ - action-recognition
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+ - kinetics-400
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+ ---
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+
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+ # R3D-18 Kinetics-400 (torchvision) — xaitalk mirror
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+
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+ This is a **bit-identical mirror** of the canonical artifact from PyTorch / torchvision.
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+
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+ The mirror exists only as a resilience fallback for the
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+ [xaitalk](https://github.com/xaitalk/xaitalk) library — the upstream remains
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+ authoritative. All credit and licensing for the model belong to the original
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+ authors.
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+
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+ ## Attribution
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+
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+ | Field | Value |
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+ |---|---|
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+ | **Original authors** | PyTorch / torchvision |
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+ | **Upstream (authoritative)** | https://download.pytorch.org/models/r3d_18-b3b3357e.pth |
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+ | **Source repo** | https://github.com/pytorch/vision |
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+ | **Paper** | https://arxiv.org/abs/1711.11248 (Tran et al. 2018, A Closer Look at Spatiotemporal Convolutions) |
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+ | **License** | `bsd-3-clause` (inherited from upstream — please respect upstream's terms) |
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+ | **Mirror file** | `r3d_18-b3b3357e.pth` |
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+ | **SHA-256** | `b3b3357ead25631ec9c57362ff2128a92d0427e01e2cd184951a44380c3f2e9d` |
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+ | **Size** | 133,546,016 bytes (127.4 MB) |
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+
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+ ## How xaitalk loads this file
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+
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+ ```python
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+ from xaitalk.hub import ensure_model
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+ weights_path = ensure_model("r3d18-kinetics400")
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+ # Tries the canonical upstream first; falls back to this xaitalk mirror
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+ # automatically if upstream is unreachable.
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+ ```
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+
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+ ## Why mirror?
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+
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+ xaitalk's research-grade reproducibility claim relies on every weight file
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+ being recoverable years from now. We mirror artifacts ≤ 2.5 GB under
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+ `xaitalk/*-mirror` so the pipeline survives upstream URL changes, repo
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+ renames, or deletions. Bit-level parity with the canonical is asserted in
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+ CI via `python -m xaitalk.hub verify-mirrors`.
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+
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+ ## Citation
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+
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+ If you use this model, **please cite the original paper** (not the mirror):
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+
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+ ```
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+ https://arxiv.org/abs/1711.11248 (Tran et al. 2018, A Closer Look at Spatiotemporal Convolutions)
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+ ```