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[docs] 22 dead external links across the English docs #14886
Description
A scan of the 1,772 external URLs in docs/source/en found 22 that return 404 or point at removed files. Grouped by cause:
- Moved upstream docs: PyTorch torch.compile tutorial (stray underscore in the URL), PyTorch dynamic quantization recipe, torchao API reference and
Int4WeightOnlyConfigpage, NVIDIA NeMo AutoModel diffusion dataset and finetune guides, huggingface/kernels skill files (now underkernel-builder/skills/). - Renamed repos:
Tencent/HunyuanVideo1-1.5→Tencent-Hunyuan/HunyuanVideo-1.5(2 files),pruna-ai/pruna→PrunaAI/pruna. - Removed files/pages: Lumina-Next and CogVideoX paper PDFs deleted from their repos (arXiv pages exist), webdataset docs site gone (repo exists), Stable Audio 3 announcement moved to a new slug (2 files), InstructPix2Pix project page gone.
- Stale internal reference:
training/t2i_adapters.mdlinks a CI preview build (moon-ci-docs.../pr_5512/...) forcreate_datasetinstead of the relative link used by the other training guides.
Files: using-diffusers/text-img2vid.md, optimization/fp16.md, optimization/pruna.md, quantization/torchao.md, training/controlnet.md, training/t2i_adapters.md, training/nemo_automodel.md, api/pipelines/lumina.md, api/pipelines/pix2pix.md, api/models/autoencoder_kl_hunyuan_video15.md, api/models/hunyuan_video15_transformer_3d.md, api/models/autoencoderkl_cogvideox.md, api/models/cogvideox_transformer3d.md, api/models/stable_audio_3_transformer.md, api/models/autoencoder_same.md.
I have a fix ready with all replacement URLs verified live and will open a PR if this is welcome. Not proposing changes for links inside quoted paper abstracts or code samples (e.g. the dead rhymes.ai gallery, the Kaggle cats-and-dogs zip). I used Claude Code to run the scan and prepare the edits; every replacement was checked by hand against the live target.
Activity
mlzerotoheroyoutube commentedon Nov 2, 2026
Hi! I'd like to take this one if that works for you. My plan is to fix the 22 links in
docs/source/engroup by group as listed: point moved docs at their new pages, update the renamed repos (Tencent-Hunyuan/HunyuanVideo-1.5,PrunaAI/pruna), and swap the removed PDFs for their arXiv pages. I'll re-check every changed URL and paste the results in the PR. This doesn't overlap with #15151, which fixes links undersrc/andexamples/.I'll be using AI assistance (Claude Code) and will follow the repo's self-review skill. Happy to wait for a go-ahead before opening a PR.
pratikgx commentedon Nov 3, 2026
Go for it, thanks! Your plan matches the list. One note: some of these pages may have moved again since September, so it's worth re-checking each target before you open the PR.