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Guide surveys LLM post-training methods

Published on October 12, 2025, the guide covers the shift from next-token prediction to instruction following, along with methods and evaluation.

Published on October 12, 2025, the guide covers the transition from predicting the next token to following instructions. Its scope includes SFT, RLHF, RLAIF, and RLVR data and objectives, as well as reward models and evaluation frameworks.

The material presents post-training methods and evaluation topics useful to people adapting language models. To verify its content and details, consult the original publication and check whether its methods and references fit your project’s needs.

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