仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
☆4,064Mar 26, 2026Updated 2 weeks ago
Alternatives and similar repositories for llms-from-scratch-cn
Users that are interested in llms-from-scratch-cn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆90,284Updated this week
- LLMs-from-scratch项目中文翻译☆2,495Oct 15, 2025Updated 5 months ago
- 大模型基础: 一文了解大模型基础知识☆7,037Dec 18, 2025Updated 3 months ago
- 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）☆23,860Mar 12, 2026Updated 3 weeks ago
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程☆29,557Mar 27, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆4,698Feb 12, 2026Updated last month
- 本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/☆12,479Feb 24, 2026Updated last month
- 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版☆23,689Jun 12, 2025Updated 9 months ago
- 整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。☆22,506May 19, 2025Updated 10 months ago
- 🚀🚀 「大模型」2小时完全从0训练64M的小参数GPT！🌏 Train a 64M-parameter GPT from scratch in just 2h!☆45,668Updated this week
- 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.☆7,987Mar 31, 2026Updated last week
- 《动手学大模型Dive into LLMs》系列编程实践教程☆25,700Oct 10, 2025Updated 5 months ago
- 《Build a Large Language Model (From Scratch)》是一本深入探讨大语言模型原理与实现的电子书，适合希望深入了解 GPT 等大模型架构、训练过程及应用开发的学习者。为了让更多中文读者能够接触到这本极具价值的教材，我决定将其翻译成中文，并…☆3,487Sep 7, 2025Updated 7 months ago
- 大模型/LLM推理和部署理论与实践☆385Jul 14, 2025Updated 8 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题☆13,727Apr 30, 2025Updated 11 months ago
- A book for Learning the Foundations of LLMs☆16,019Dec 12, 2025Updated 3 months ago
- 📚 从零开始构建大模型☆28,326Mar 16, 2026Updated 3 weeks ago
- 《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣☆4,412Sep 2, 2025Updated 7 months ago
- 从零实现一个 llama3 中文版☆1,033Jun 12, 2024Updated last year
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆69,375Apr 1, 2026Updated last week
- 《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。☆4,464Jan 27, 2025Updated last year
- 从零实现一个小参数量中文大语言模型。☆992Aug 22, 2024Updated last year
- DeepSeek 系列工作解读、扩展和复现。☆716Mar 9, 2026Updated 3 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)☆545Mar 23, 2025Updated last year
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆77,705Feb 5, 2026Updated 2 months ago
- 《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases☆16,459Nov 23, 2025Updated 4 months ago
- 模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases☆363Nov 25, 2025Updated 4 months ago
- 解锁HuggingFace生态的百般用法☆98Dec 14, 2024Updated last year
- 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆76,713Jul 30, 2024Updated last year
- Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain…☆37,738Nov 10, 2025Updated 4 months ago
- 【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGP…☆2,158Mar 30, 2024Updated 2 years ago
- 中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型☆2,352Oct 19, 2025Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈☆6,116Mar 30, 2026Updated last week
- Learning Large Language Model (LLM）(大语言模型学习)☆909Jan 5, 2026Updated 3 months ago
- llama3 implementation one matrix multiplication at a time☆15,244May 23, 2024Updated last year
- HuggingLLM, Hugging Future.☆3,061Aug 30, 2025Updated 7 months ago
- LLM全栈优质资源汇总☆693Jul 15, 2025Updated 8 months ago
- Llama3-Tutorial（XTuner、LMDeploy、OpenCompass）☆511May 10, 2024Updated last year
- Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用☆14,736Apr 6, 2025Updated last year