从零构建大模型：从预训练到RLHF的完整实践
☆2,416Feb 11, 2026Updated 3 weeks ago
Alternatives and similar repositories for Cortex
Users that are interested in Cortex are comparing it to the libraries listed below
Sorting:
- Implement llm model in pytorch, support MoE and RoPE☆40Jan 29, 2026Updated last month
- ☆51Updated this week
- 🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!☆40,273Feb 6, 2026Updated 3 weeks ago
- 🚀 「大模型」1小时从0训练26M参数的视觉多模态VLM！🌏 Train a 26M-parameter VLM from scratch in just 1 hours!☆6,487Feb 4, 2026Updated 3 weeks 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）☆23,265Updated this week
- ✔（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】☆17,455Feb 23, 2026Updated last week
- Train a 1B LLM with 1T tokens from scratch by personal☆789Apr 27, 2025Updated 10 months ago
- 这是一个从头训练大语言模型的项目，包括预训练、微调和直接偏好优化，模型拥有1B参数，支持中英文。☆757Feb 18, 2025Updated last year
- 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☆12,546Apr 30, 2025Updated 10 months ago
- 复现大模型相关算法及一些学习记录☆3,006Feb 10, 2026Updated 3 weeks ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,755Feb 25, 2026Updated last week
- 《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☆28,441Feb 24, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,659Updated this week
- Nano vLLM☆11,920Nov 3, 2025Updated 4 months ago
- 📚 从零开始的大语言模型原理与实践教程☆26,327Updated this week
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.5, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL,…☆12,820Updated this week
- 中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型☆2,217Oct 19, 2025Updated 4 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,037Feb 21, 2026Updated last week
- 用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.☆2,897May 21, 2024Updated last year
- 《动手学大模型Dive into LLMs》系列编程实践教程☆21,101Oct 10, 2025Updated 4 months ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆19,519Updated this week
- Tiny-DeepSpeed, a minimalistic re-implementation of the DeepSpeed library☆50Aug 20, 2025Updated 6 months ago
- 看图学大模型☆317Jul 30, 2024Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,649Updated this week
- slime is an LLM post-training framework for RL Scaling.☆4,536Updated this week
- 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☆5,602Feb 5, 2026Updated 3 weeks ago
- AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术☆16,340Sep 3, 2025Updated 6 months ago
- A book for Learning the Foundations of LLMs☆15,808Dec 12, 2025Updated 2 months ago
- 从无名小卒到大模型（LLM）大英雄~ 欢迎关注后续！！！☆2,027Nov 22, 2025Updated 3 months ago
- Simple and efficient memory pool is implemented with C++11.☆10Jun 2, 2022Updated 3 years ago
- 从零实现一个 llama3 中文版☆1,013Jun 12, 2024Updated last year
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆86,149Feb 19, 2026Updated last week
- 大模型基础: 一文了解大模型基础知识☆6,806Dec 18, 2025Updated 2 months ago
- 🧑🚀 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.☆7,587Updated this week
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆4,525Feb 12, 2026Updated 2 weeks 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。☆22,269May 19, 2025Updated 9 months ago
- 深度学习经典、新论文逐段精读☆32,601Mar 22, 2025Updated 11 months ago
- Reproduce R1 Zero on Logic Puzzle☆2,439Mar 20, 2025Updated 11 months ago
- Latest Advances on Multimodal Large Language Models☆17,385Feb 23, 2026Updated last week