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The post-training journey of modern LLMs revisited

amatria.in · published 6 September 2025

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https://amatria.in/blog/postpretraining
amatria.in
https://arxiv.org/abs/2411.15124
arxiv.org
https://fireworks.ai/blog/reinforcement-learning-with-verifiable-reward
fireworks.ai
Scaling Reinforcement Learning: Environments, Reward Hacking, Agents, Scaling Data Read at the source ↗
semianalysis.com
https://arxiv.org/html/2501.12948
arxiv.org
https://huggingface.co/blog/NormalUhr/grpo
huggingface.co
https://lightning.ai/lightning-purchase-test/studios/build-a-reasoning-llm-from-scratch-using-grpo?section=featured
lightning.ai
Improving mathematical reasoning with process supervision Read at the source ↗
openai.com
https://arxiv.org/abs/2305.20050
arxiv.org
https://www.interconnects.ai/p/what-comes-next-with-reinforcement
interconnects.ai
https://www.youtube.com/watch?v=JIsgyk0Paic
youtube.com
https://arxiv.org/abs/2203.11171v4
arxiv.org
https://arxiv.org/abs/2305.10601v1
arxiv.org
https://x.com/karpathy/status/1944435412489171119
x.com
https://x.com/karpathy/status/1960803117689397543
x.com
https://arxiv.org/abs/2402.06196
arxiv.org