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795f737 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | # Source notes
Read 2026-09-27.
- [Playwright handles](https://playwright.dev/python/docs/handles): a handle refers
to a particular node; it does not guarantee that the node still means the same
thing. The executor therefore rechecks attachment, semantics and state before
using the handle. Timing races remain possible.
- [Mind2Web dataset card](https://huggingface.co/datasets/osunlp/Mind2Web/blob/main/README.md):
declares CC BY 4.0 and describes research-purpose collection/release. The local
`hf datasets info osunlp/Mind2Web --expand cardData --format json` returned
`license: cc-by-4.0`. A pinned 28 MB JSON shard was downloaded for an offline
diagnostic; none has been used in training. Any training ingestion
must retain attribution and review privacy, source-site restrictions and the
card's intended-use language; metadata alone is not a full dataset audit.
No model architecture is selected as final and no superiority claim is supported.
- [Hugging Face framework integration](https://huggingface.co/docs/huggingface_hub/guides/integrations):
the custom models use PyTorchModelHubMixin for local safetensors/config save/load.
- [PyTorch dynamic quantization](https://docs.pytorch.org/docs/main/generated/torch.ao.quantization.quantize_dynamic.html):
the comparison harness applies dynamic INT8 to Linear layers only. This is a
measured compatibility baseline; the legacy API may require migration later.
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