March 2025

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Magnicord
Re: Deep Learning From Scratch
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UV: The Definitive Solution for PyTorch, flash-attn, VeRL and OpenRLHF
Policy Gradient Algorithms: From REINFORCE to PPO
The Evolution of Policy Optimization for Enhancing LLM Reasoning: From PPO to GRPO Variants
An Introduction to PPO in RLHF
X-Enhanced Contrastive Decoding Strategies for Large Language Models
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data-structure Pytorch LLM uv reasoning environment RLHF reinforcement-learning PEFT deep-learning Python NLP
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