Research Papers
SynthSelf Enables Continual Learning for Small Language Models
A new Hugging Face paper introduces Synthetic Self-Distillation (SynthSelf), a method that lets small language models acquire new...
SoloQ Brings Calibration-Free 4-Bit Quantization to Diffusion Language Models
A new Hugging Face paper introduces SoloQ, a calibration-free quantization framework for diffusion large language models that pres...
EmbodiedCLBench: New Benchmark Tests Whether Embodied Agents Can Truly Learn Continually
Researchers introduce EmbodiedCLBench, described as the first benchmark in embodied simulation for evaluating continual learning i...
VisionWeave Lets Multimodal Models Weave Visual Tokens on Demand
Hugging Face paper VisionWeave trains multimodal LLMs to allocate visual representations at content-adaptive granularity, saving 4...
StereoBind Ties Sound to Motion for Immersive Video-Audio Generation
A new Hugging Face paper introduces StereoBind, a framework that binds visual source motion to stereo sound generation, alongside...
Hugging Face Paper Unveils ProgramGym to Train Long-Horizon Coding Agents
ProgramGym introduces Program-Env and Program-Agent, a framework that builds 1,648 verifiable training environments across C, C++,...
Hugging Face Paper Proposes Incremental Deep Research That Updates Reports Instead of Rebuilding Them
A new Hugging Face paper introduces Incremental Open-Ended Deep Research, a setting where reports evolve as research states, suppo...
MIRA Agent Refines Text-to-Music Prompts to Match User Intent
Hugging Face researchers introduce MuRA-Bench, an expert-curated benchmark of 100 real-world music requests, and MIRA, a test-time...
SAP's STS Framework Generates Enterprise Data Without Database Schemas
A new Hugging Face paper introduces Synthesis Through Simulation (STS), a schema-free paradigm where an LLM agent generates enterp...
InfiLoop Adds Loop-Native Residuals to Stop Looped Transformers From Forgetting
A new paper argues that looped Transformers degrade as iterations grow because each loop overwrites the previous state, and propos...
SpaceFlow Brings Local Control to Text-to-3D Generation
A new training-free pipeline from researchers lets users assign per-region control levels to geometric primitives, balancing stric...
Hugging Face Paper Exposes 'Chaos in the Text' in Mixed-Modality Retrievers
A new Hugging Face paper finds that dense retrievers degrade sharply when text, image, and fused documents coexist, with irrelevan...