onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction Paper • 2609.24983 • Published 7 days ago • 55
view article Article tokenizers v1: encode, decode and scaling, measured +2 ArthurZ, sbrandeis, mcpotato, lysandre • 7 days ago • 76
view article Article Async GRPO with LoRA across HF Jobs: a bucket, a proxy, and no NCCL +2 aminediroHF, qgallouedec, kashif, sergiopaniego • 18 days ago • 53
view article Article funes: Local Memory for Coding Agents, Built on Lance ariG23498 • 11 days ago • 9
view article Article One sandbox per rollout, or how labs run RL for agents in 2026 sergiopaniego • 17 days ago • 10
view article Article Training a coding model to paint watercolours with TRL and OpenEnv sergiopaniego • 25 days ago • 74
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 25 days ago • 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 about 1 month ago • 71
view article Article Training a coding agent using the OpenCode harness in remote HF sandboxes with TRL and OpenEnv sergiopaniego • Aug 5 • 29
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 • 506
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 5 days ago • 835
Ornith-1.0 Collection Ornith-1.0 is a family of open-source LLMs specialized for agentic coding. • 8 items • Updated 8 days ago • 394
Nemotron-Labs-Diffusion Collection A Tri-Mode Language Model Family Unifying Autoregressive, Diffusion, and Self-Speculation Decoding • 7 items • Updated Aug 11 • 55
view article Article Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler +3 ariG23498, sayakpaul, sergiopaniego, ror, pcuenq • May 29 • 168