Running 274 The ultimate guide to multi-harness RL π 274 Train open models with RL inside real agent harnesses
Running Featured 72 How to turn a game into an RL environment π 72 From an idea to a trained 4B, with the dead ends left in
Running 71 Don't Train the Model, Evolve the Harness πΏ 71 Evolving an agent's harness, not its model, on Harvey's LAB
Running 267 The ultimate guide to RL environments: building and scaling them in the LLM era π 267 Building and scaling RL environments for LLM training
Running Featured 97 Distilling 100B+ Models 40x Faster with TRL π 97 TRL distillation for 100B+ teachers, 40x faster
Running on CPU Upgrade 292 The Synthetic Data Playbook: Generating Trillions of the Finest Tokens π 292 Explore synthetic data experiments on a bookshelf visualization
Running Featured 86 QED-Nano: Teaching a Tiny Model to Prove Hard Theorems π 86 Who needs 1T parameters? Olympiad proofs with a 4B model