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raiyanyahya/how-to-train-your-gpt — GitHub trending stats & insights | Trendshift
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raiyanyahya/how-to-train-your-gpt
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NLP
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Programming examples
Build a modern LLM from scratch. Every line commented. Explained like we are five.
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Data last synced with GitHub 3 days ago
Jupyter Notebook
1.2k
162
1 contributors
last commit 3 days ago
last user commit 3 days ago
MIT License
created 12 days ago
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看完 Transformer 论文和科普视频,很多人还是不知道 GPT 训练时到底在跑什么代码。 这个项目从零实现了一个现代LLM,注意力机制、位置编码、LayerNorm、残差连接、训练循环、学习率调度,每个模块独立成文件,每一行代码都配了注释说明原理和意图。学完不是会调包,而是真正理解矩阵层面在发生什么。 它适合想深入…
@xingpt · x.com · 2 days ago
中文 AI 生态两枚宝藏:yao-open-prompts(⭐️1.9k)—— 覆盖工作、学习、营销等场景的中文提示词库,拿来即用;awesome-agentic-ai-zh(⭐️1.1k)—— 从零开始的 AI Agent 中文学习路线图,每阶段有必做练习和阅读清单,三语对照。想入坑 Agent 开发,这两份资源先收藏 📚
@yishilvao · x.com · 2 days ago
卧槽兄弟们 🚀 终于有大神把从零训练现代 GPT写成了3900+行互动教科书,每一行代码都给你注释+像五岁小孩一样讲明白! 这波直接起飞: 1️⃣ 12个章节 Jupyter Notebook,一步步带你从 Tokenizer 到 RoPE、RMSNorm、SwiGLU、Attention、训练循环、KV Cache推理全搞定 2️⃣ LLaMA同款现代架构(不是老古董GPT-2) 3️⃣…
@0xKingsKuan · x.com · 2 days ago
卧槽兄弟们 🚀 终于有大神把从零训练现代 GPT写成了3900+行互动教科书,每一行代码都给你注释+像五岁小孩一样讲明白! 这波直接起飞: 1️⃣ 12个章节 Jupyter Notebook,一步步带你从 Tokenizer 到 RoPE、RMSNorm、SwiGLU、Attention、训练循环、KV Cache推理全搞定 2️⃣ LLaMA同款现代架构(不是老古董GPT-2) 3️⃣…
@0xKingsKuan · x.com · 2 days ago
LLM TRAINING From How To Train Your Dragon to #How #To #Train #Your #Ai Building Made easy when you prefer your own LLM There is no guarantee that it will work, you will need to know what you do when…
@worldaiexperts · x.com · 3 days ago
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