HuggingFace
HazardAuditor: From Executable Threats to Safer Computer-Use Agents
Computer-use agents increasingly interact with browsers, terminals, file systems, and external services, introducing ...
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HuggingFace
RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments
Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured...
HuggingFace
AlayaVista: Streaming World Modeling from Panoramic States to Perspective Video
Interactive video world models must maintain broad scene context under camera motion while producing high-fidelity ob...
HuggingFace
Building a Production Greek-English Speech Recognizer
We report a multi-month engineering program to build Sophea, a production bilingual Greek-English automatic speech re...
HuggingFace
Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction
The KV cache is a primary bottleneck for Transformer decoding: its memory footprint and cache-read traffic grow with ...
HuggingFace
MInTRL: Off-policy Intervention can boost On-policy RL
Reinforcement learning with verifiable rewards is typically performed on-policy, keeping training data close to the c...
HuggingFace
Expert-Space Exploration in MoE Reinforcement Learning
Reinforcement learning (RL) has become central to post-training of large language models. Recent advances in RL for M...
HuggingFace
LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows
Video diffusion models are stochastic and hard to control: precise content often requires repeated sampling without g...
HuggingFace
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model
Visual goal and dynamics prediction can provide language-conditioned robot policies with both a target outcome and a ...
HuggingFace
How Far Can Synthetic Data Take Thai OCR?
We investigate what makes synthetic OCR supervision transfer to real Thai documents and use the resulting insights to...
HuggingFace
Building and Evaluating Fixed-Voice Thai TTS from Synthetic Speech
In low-resource settings, deploying TTS typically requires choosing between a large voice-cloning model with costly i...
HuggingFace
DataFlex-RL: An Evaluation Platform for RLVR Data Policies
Data policies for reinforcement learning with verifiable rewards (RLVR) determine which rollouts are used, how strong...