LLM 学习笔记：Transformer 架构、强化学习 (RLHF/DPO/PPO)、分布式训练、推理优化。含完整数学推导与Slides。
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Feb 28, 2026 - TeX
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rlhf
Here are 6 public repositories matching this topic...
Bilingual graduate textbook on LLM post-training: SFT, RLHF, DPO, GRPO, RLVR, reasoning, agents, systems, evaluation, and safety.
machine-learning latex reinforcement-learning deep-learning alignment chinese textbook ai-safety reasoning post-training sft dpo large-language-models llm rlhf llm-training agentic-ai grpo rlvr agentic-rl
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Aug 1, 2026 - TeX
Exact finite-group identity behind GRPO reward standardization, unifying GRPO / Dr. GRPO / DAPO for RLVR and LLM reasoning. Paper + code.
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Jul 2, 2026 - TeX
Comprehensive university-level study guide for LLMs, transformers, RLHF, and generative AI. 335+ pages (actively expanding), 47 visualizations, 4 notebooks. Regular updates with enhanced sections, new implementations, and expanded coverage.
python nlp machine-learning natural-language-processing research deep-learning jupyter-notebook transformers educational gpt lora study-guide bert fine-tuning large-language-models langchain rlhf qlora retrieval-augmented-generation langgraph
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Dec 19, 2025 - TeX
Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
machine-learning deep-learning codex model-evaluation autonomous-agents ai-agents distributed-training fine-tuning ai-research rag mlops llm prompt-engineering rlhf research-automation mechanistic-interpretability agent-skills claude-code claude-skills skills-library
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Jun 16, 2026 - TeX
AI Text Slop: A Quantitative Study of Stylistic Convergence Across Six Language Models in Japanese Technical Writing
natural-language-processing japanese-nlp rlhf ai-detection llm-analysis ai-text-detection ai-slop text-style-analysis
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Aug 23, 2026 - TeX
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