Update paper reference and code link, and citation
This PR significantly improves the model card by updating the primary paper reference and its corresponding BibTeX citation. The model was presented in the paper "Latent Chain-of-Thought? Decoding the Depth-Recurrent Transformer", which is now prominently linked at the top of the model card. The old "tech report" link is retained as a supplementary detail.
Additionally, the GitHub repository link for the pretraining code has been promoted to a more visible position, improving discoverability for users looking for the implementation details.
The BibTeX citation under the "Citation" section has been fully updated to correctly reference the new paper (arXiv:2507.02199), ensuring accurate attribution.
Still hallucinating
(again, the linked paper is cool, but it is new work analyzing this model, it is not at all a replacement for our tech report - and not the correct author list, either way.)
so, to defend against the bot in the future, I need to cross-link the paper page to all models?
Yes, as well as adding appropriate metadata (like pipeline_tag and library_name) but that's also ok in this case