view article Article Welcome RL Environments to the hub +5 burtenshaw, AdithyaSK, xeophon, ryanmarten, merve, lhoestq, julien-c • 10 days ago • 25
PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation Paper • 2609.38597 • Published 9 days ago • 32
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published 21 days ago • 224
onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction Paper • 2609.24983 • Published 17 days ago • 55
view article Article tokenizers v1: encode, decode and scaling, measured +2 ArthurZ, sbrandeis, mcpotato, lysandre • 17 days ago • 88
view article Article Async GRPO with LoRA across HF Jobs: a bucket, a proxy, and no NCCL +2 aminediroHF, qgallouedec, kashif, sergiopaniego • 28 days ago • 53
view article Article funes: Local Memory for Coding Agents, Built on Lance ariG23498 • 20 days ago • 9
view article Article One sandbox per rollout, or how labs run RL for agents in 2026 sergiopaniego • 26 days ago • 11
view article Article Training a coding model to paint watercolours with TRL and OpenEnv sergiopaniego • Sep 3 • 77
Paint with Code Collection An RL environment where the agent paints by writing p5.brush sketches, rewarded by an aesthetic preference model looking at the render. • 13 items • Updated Sep 3 • 2
Qwen3.8 Collection Qwen3.8 Unsloth quants including Qwen3.8-27B! Run and train Qwen3.8 with the Unsloth Desktop app. • 9 items • Updated Aug 29 • 72
view article Article Training a coding agent using the OpenCode harness in remote HF sandboxes with TRL and OpenEnv sergiopaniego • Aug 5 • 30
view article Article Welcome Inkling by Thinking Machines +3 burtenshaw, merve, pcuenq, ariG23498, andito • Jul 15 • 167
view article Article Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident +2 hlarcher, XciD, raphael-gl, chris-rannou • Jul 27 • 507
Unsloth Dynamic 2.0 Quants Collection New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 122 items • Updated 15 days ago • 837