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Title: GitHub - flamecodezz/LLM-Dojo: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓

Open Graph Title: GitHub - flamecodezz/LLM-Dojo: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓

X Title: GitHub - flamecodezz/LLM-Dojo: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓

Description: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓 - flamecodezz/LLM-Dojo

Open Graph Description: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓 - flamecodezz/LLM-Dojo

X Description: 欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓 - flamecodezz/LLM-Dojo

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og:image:alt欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓 - flamecodezz/LLM-Dojo
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https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#llm-dojo-大模型修炼道场-
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https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#-项目简介
RLHFhttps://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo/blob/main/rlhf/README.md
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#目录
项目简介https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#-%E9%A1%B9%E7%9B%AE%E7%AE%80%E4%BB%8B
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RLHF训练框架https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#rlhf%E8%AE%AD%E7%BB%83%E6%A1%86%E6%9E%B6
已支持RLHF方法https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#rlhf%E8%AE%AD%E7%BB%83%E6%A1%86%E6%9E%B6
知识蒸馏https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#rlhf%E8%AE%AD%E7%BB%83%E6%A1%86%E6%9E%B6
拒绝采样https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#rlhf%E8%AE%AD%E7%BB%83%E6%A1%86%E6%9E%B6
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已支持微调模型https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#%E5%B7%B2%E6%94%AF%E6%8C%81%E5%BE%AE%E8%B0%83%E6%A8%A1%E5%9E%8B
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https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#sft训练框架
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#已支持微调模型
Qwen(Qwen1.5/Qwen2)https://github.com/QwenLM/Qwen.git
Yihttps://github.com/01-ai/Yi
Gemma系列https://github.com/google/gemma_pytorch
Phi-3https://huggingface.co/microsoft/Phi-3-mini-128k-instruct
Deepseekhttps://github.com/deepseek-ai/DeepSeek-LLM
MiniCPMhttps://github.com/OpenBMB/MiniCPM
Llama系列https://github.com/meta-llama/llama3
deepseek-coderhttps://github.com/deepseek-ai/DeepSeek-Coder
哔哩哔哩 Index-1.9Bhttps://github.com/bilibili/Index-1.9B
baichuan系列https://github.com/baichuan-inc/Baichuan2
GLM系列https://github.com/THUDM/GLM-4
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#训练数据格式说明
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#适配框架数据处理
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#quick-start
Deepspeed配置及使用讲解https://zhuanlan.zhihu.com/p/698631348
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#tricks
Dora代码讲解(llm_tricks/dora/READEME.md)https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo/blob/main/llm_tricks/dora/READEME.md
Lora+微调代码实例https://github.com/mst272/simple-lora-plus
从零实现MOEhttps://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo/blob/main/llm_tricks/moe/READEME.md
从零实现DPOhttps://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo/blob/main/llm_tricks/DPO_example/README.md
从零实现Transformerhttps://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo/blob/main/llm_tricks/transformer/README.md
https://patch-diff.githubusercontent.com/flamecodezz/LLM-Dojo#技术发文
Deepspeed配置及使用讲解https://zhuanlan.zhihu.com/p/698631348
从零代码构建MOEhttps://zhuanlan.zhihu.com/p/701777558
一步一步实现Transformer代码https://medium.com/@sdwzh2725/transformer-code-step-by-step-understandingtransformer-d2ea773f15fa
DPO训练QWEN2及魔改DPO实现https://zhuanlan.zhihu.com/p/702569978
实现强化学习(RLHF)全流程代码构建(PPO、RLOO等)https://zhuanlan.zhihu.com/p/708935028
从零实现强化学习DPO(SimPO)训练代码https://zhuanlan.zhihu.com/p/716706368
实现一个简洁的代码模型评测框架(以Qwen2.5-coder 评测Humaneval为例)https://zhuanlan.zhihu.com/p/721218072
大模型LLM知识蒸馏代码讲解与训练https://zhuanlan.zhihu.com/p/1064724364
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