…Transformers as the model definition layer plus llama.cpp as the local inference layer, backed by HF's long-term resources, gives the entire community a stable foundation to build on for…
…We also introduce VisualEvidence-Kit , a supervision-and-audit resource centered on a VisualEvidence-Agent that constructs a 754.7k VLA instructions VisualEvidence-Set for route supervision and counterfactual faithfulness tests. Across…
…View arXiv page View PDF Project page GitHub 13 Add to collection Community The code has been open-sourced. Get this paper in your agent: hf papers read 2605.11363 Don't…
…automation for whom? Researchers operate under different resource configurations, hold different methodological preferences, and target different output formats. A system that produces uniform outputs regardless of these differences will systematically under-serve…
…Using this framework, we construct two large-scale resources: LiteCoder-Terminal-SFT, comprising 11,255 expert trajectories across 10 domains, and LiteCoder-Terminal-RL, featuring 602 verifiable environments for trajectory-level preference…
…View arXiv page View PDF Project page GitHub 6 Add to collection Community Get this paper in your agent: hf papers read 2605.11518 Don't have the latest CLI? curl -LsSf…
…View arXiv page View PDF Project page GitHub 12 Add to collection Community Advances in handwritten text recognition have enabled large-scale transcription of historical documents, but still provide limited access to…
…We demonstrate these improvements across diverse domains, including low-resource translation (Flores+), health scenarios (HealthBench), and reasoning-heavy tasks (LiveCodeBench and Humanity's Last Exam). Furthermore, our method proves to be data…
…We release SWE-WebDev Bench as a community benchmark to enable such replication and help platform builders identify and address these gaps. Code and benchmark resources are available at: https://github.com…
…adaptation , particularly for resource-constrained models. We release the code and models at https://github.com/baoguangsheng/faast. View arXiv page View PDF GitHub 3 Add to collection Community FAAST compiles labeled…