Research

Hugging Face Daily Papers5d ago

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

Hugging Face Daily Papers4d ago

LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents

Hugging Face Daily Papers4d ago

Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models

Hugging Face Daily Papers5d ago

RepForcing: Representation-Space Initialization for Autoregressive Video Distillation

Hugging Face Daily Papers5d ago

Your Transformer Is Secretly Elastic

Hugging Face Daily Papers5d ago

Speculative Sampling in Interactive Video Generation

Hugging Face Daily Papers4d ago

Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation

Hugging Face Daily Papers4d ago

Velox: Spatial Memory Makes World Models Efficient

Hugging Face Daily Papers4d ago

Speculative Forcing for Efficient Autoregressive Video Generation

Hugging Face Daily Papers5d ago

PN-Mix: Pair-Norm Guided Mixed-Precision Key Cache Quantization for Efficient Long-Output LLM Inference

Hugging Face Daily Papers6d ago

Virtual Head Attention

Hugging Face Daily Papers6d ago

DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning

Hugging Face Daily Papers5d ago

Glance Forcing: Making Bidirectional Diffusion Autoregressive at a Glance

Hugging Face Daily Papers4d ago

Memory as Weights: Internalizing Long-Term History for Streaming Videos

Hugging Face Daily Papers5d ago

ActionOPD: Distilling Decisions, Not Tokens

Hugging Face Daily Papers5d ago

CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation

Hugging Face Daily Papers4d ago

Trajectory-Level Speculation with Semantic Verification for Tool-Using Agents

Hugging Face Daily Papers6d ago

Diff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editing

Hugging Face Daily Papers8d ago

History Replays Itself: Unleashing Long-Context Capability in Linear Attention

Hugging Face Daily Papers4d ago

When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Context-Parallel Prefill

arXiv3d ago

FuTransformer: FP8 prefill and INT4 decode for Llama-style inference on Hopper

Hugging Face Daily Papers4d ago

JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs

Hugging Face Daily Papers6d ago

Simplifying and Improving On-Policy Distillation for Few-Step Diffusion

arXiv4d ago

Architecting for Hardware Diversity: Meta's End-to-End Co-Design for High-Performance AI Training on AMD GPUs

Hugging Face Daily Papers5d ago

The COUNT: Counting N-grams Unlocks Scaling on Host Memory and Training-Free Adaptation

Hugging Face Daily Papers9d ago

KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization

arXiv4d ago

Repair, Retry, and the Cost of Hindsight: Verifier Feedback in Formal Theorem Proving

Hugging Face Daily Papers6d ago

FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching

Hugging Face Daily Papers11d ago

SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference

Hugging Face Daily Papers11d ago

One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts

Hugging Face Daily Papers10d ago

Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

Hugging Face Daily Papers6d ago

EdgeWise: Bringing Long-Horizon Agents to the Edge via Selective Cloud Delegation

Apple Machine Learning Research5d ago

Self-Compacting Language Model Agents

Hugging Face Daily Papers6d ago

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

arXiv3d ago

Local proxies for memory-efficient training

Hugging Face Daily Papers6d ago

Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents

Hugging Face Daily Papers5d ago

Continuum Attention

Hugging Face Daily Papers11d ago

Contextual Correction of Parallel Draftsfor Speculative Decoding

Hugging Face Daily Papers6d ago

DisaggKD: Efficient Knowledge Distillation through Teacher-Student Disaggregation and a Fused Loss