Research Papers
Hugging Face Paper Formalizes Multi-Agent LLM Coordination with Game Theory and New SRMA Algorithm
A new paper on Hugging Face models orchestrator-worker LLM systems as bilevel coordination games, proving limits of transcript-onl...
Hugging Face Researchers Unveil RISE: A Self-Extrapolating Method to Boost AI Reasoning
A new paper from Hugging Face introduces RISE, a training method that uses a model's own reinforcement learning trajectory to gene...
Reviving Layer Dropout: New Study Shows Efficiency Gains in LLM Training and Inference
A comprehensive study from Hugging Face demonstrates that layer dropout, when properly configured, can reduce training FLOPs by up...
Hugging Face Researchers Introduce OR-Clarify and InterOPT to Make AI Ask Before Optimizing
A new benchmark and framework from Hugging Face researchers teach LLMs to ask clarifying questions before formulating optimization...
Motion-Omni: End-to-End Framework Unifies Speech and Full-Body Motion for Spoken Dialogue
Hugging Face researchers introduce Motion-Omni, an end-to-end framework that jointly generates spoken dialogue and full-body co-sp...
WorldSculpt: Turning Cluttered Videos into Compositional 3D Worlds
Hugging Face researchers introduce WorldSculpt, a method that adapts a single-object 3D generative prior to multi-view video obser...
Hugging Face Unveils Iris: Open-Source Search Agents Climb to Frontier Performance
Hugging Face presents Iris-mini and Iris-pro, two open-source search agents trained via a novel SFT-RL climbing pipeline, achievin...
RLVR Narrows Reasoning Diversity at the First Step, Not During Execution
A new study shows that reinforcement learning with verifiable rewards (RLVR) reduces reasoning diversity primarily at the initial...
New Metric OVMI Offers Common Scale for Comparing Speech Brain-Computer Interfaces
Researchers introduce open-vocabulary mutual information (OVMI), an information-theoretic metric that enables fair comparison of s...
VeriPhy: Auditable Physical Reasoning System for World Model Evaluation
Hugging Face researchers introduce VeriPhy, an auditable physical-verification system that compiles prompts into typed physical ob...
QCell: New Query-Based Model Tackles Overlapping Cell Segmentation
Researchers introduce QCell, a query-based model that improves instance segmentation of overlapping microscopy cells via latent-sp...
AI Training as Percolation: New Theory Links SGD Collapse to Phase Transitions
Researchers model stochastic gradient descent as a percolation process, showing that neural networks collapse into simpler subnetw...