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Ahead of AI released an eight-part video course that teaches reasoning-model development in Python and PyTorch. The 11-hour ...

Perplexity’s JOLT trains one model as teacher and student, matching GRPO’s MATH accuracy with 6.5x fewer training tokens.

RSIPO is a self-evolving agentic RL framework in which agentic skills and the policy co-evolve during training. It builds on the hybrid of RLVR and on-policy self-distillation (OPSD) in SEED, where ...

Introduction A few years ago, when I was tasked with an in-house PoC for image classification, I took sample code for transfer learning and ran it almost as-is. The training ran. The accuracy stopped ...