Research Papers
Hugging Face Researchers Introduce Teacher-Gated Distillation to Boost AI Training Efficiency
A new method, Teacher-Gated On-Policy Distillation (TGOPD), verifies teacher reliability per prompt before applying dense supervis...
EditVid: A Unified Training-Free Framework for Diverse Video Editing
Hugging Face researchers introduce EditVid, a training-free framework that unifies instruction-guided and subject-guided video edi...
GAPO: Adaptive Clipping Boosts RLVR by Preserving Rare Success Signals
Hugging Face researchers propose Group Adaptive Clipping Policy Optimization (GAPO), a plug-in modification to GRPO that adapts cl...
Hugging Face Study: LLMs Over-Edit Code, But RL Can Teach Minimal Fixes
New research from Hugging Face shows that LLMs often over-edit code during repair, but preservation instructions and reinforcement...
Hugging Face Introduces τ^τ-Bench: A Realistic Test for Building Customer-Service Agents
A new benchmark from Hugging Face evaluates coding agents on constructing production-ready customer-service agents from real busin...
FactoSR: A Factorized Reinforcement Learning Framework Boosts 4D Spatial Reasoning in VLMs
Researchers introduce FactoSR, a reinforcement learning framework that decomposes 4D spatial reasoning into XY, Z, and T sub-objec...
MaxKernel: Multi-Agent System Automates Expert-Level TPU Kernel Generation
Hugging Face researchers introduce MaxKernel, a multi-agent system that automates TPU kernel development via three paradigms, achi...
LLM Reasoning Operations Map to Separable Geometric Structures in Hidden States
A new study from Hugging Face researchers reveals that distinct reasoning operations in LLMs, such as deduction and goal decomposi...
UniMate: One Diffusion Model to Animate Any Skeleton from Text and 3D Assets
Hugging Face researchers introduce UniMate, a unified diffusion transformer that generates articulated motion for arbitrary skelet...
Hugging Face Unveils Enoki: A Unified Framework for Efficient Multi-Level Hallucination Detection
Enoki, a new open information extraction framework from Hugging Face, unifies claim-level verification and span-level hallucinatio...
Attention Triangle Reveals Bidirectional Semantic Leakage in Audio-Video Diffusion Models
Researchers analyze the 'attention triangle' in audio-video diffusion models, showing that cross-modal attention causes bidirectio...
Dr. Claw: An Open-Source Workspace for Auditable AI Research Workflows
Hugging Face researchers introduce Dr. Claw, an open-source workspace that wraps existing command-line coding agents in a controll...