从零构建大模型:从预训练到RLHF的完整实践
☆2,639Mar 19, 2026Updated last month
Alternatives and similar repositories for Cortex
Users that are interested in Cortex 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 llm model in pytorch, support MoE and RoPE☆67Apr 25, 2026Updated 2 weeks ago
- ☆64Updated this week
- 🚀 「大模型」2小时完全从0训练64M的小参数LLM!🌏 Train a 64M-parameter LLM from scratch in just 2h!☆48,747May 1, 2026Updated last week
- 🚀 「大模型」2小时从0训练65M参数的视觉多模态VLM!🌏 Train a 65M-parameter VLM from scratch in just 2h!☆7,748May 1, 2026Updated last week
- 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)☆24,233Mar 12, 2026Updated last month
- 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.
- ✅(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】☆20,623Apr 27, 2026Updated last week
- 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。☆836Feb 18, 2025Updated last year
- Train a 1B LLM with 1T tokens from scratch by personal☆800Apr 27, 2025Updated last year
- 复现大模型相关算法及一些学习记录☆3,324Mar 21, 2026Updated last month
- 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☆14,079Apr 30, 2025Updated last year
- Nano vLLM☆13,328Apr 26, 2026Updated 2 weeks ago
- 📚 从零开始构建大模型☆29,966Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆70,969Updated this 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☆30,252Apr 24, 2026Updated 2 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,865May 3, 2026Updated last week
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-R1, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆14,032Updated this 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.☆2,913May 21, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,441Updated this week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,046Apr 30, 2026Updated last week
- A Flexible Framework for Generative Recommendation☆42Apr 9, 2026Updated last month
- 中文翻译的 Hands-On-Large-Language-Models (hands-on-llms),动手学习大模型☆2,520Updated this week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,918Apr 6, 2026Updated last month
- A book for Learning the Foundations of LLMs☆16,109Dec 12, 2025Updated 4 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.
- 从零实现一个 llama3 中文版☆1,040Jun 12, 2024Updated last year
- 《动手学大模型Dive into LLMs》系列编程实践教程☆35,556Oct 10, 2025Updated 7 months ago
- 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe☆4,799Feb 12, 2026Updated 2 months ago
- A PyTorch-like deep learning framework. Just for fun.☆157Oct 9, 2023Updated 2 years 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☆16,708Sep 3, 2025Updated 8 months ago
- Latest Advances on Multimodal Large Language Models☆17,736May 1, 2026Updated last week
- 深度学习经典、新论文逐段精读☆32,969Mar 22, 2025Updated last year
- Gensis is a lightweight deep learning framework written from scratch in Python, with Triton as its backend for high-performance computing…☆36Jan 15, 2026Updated 3 months ago
- slime is an LLM post-training framework for RL Scaling.☆5,548Apr 30, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 大模型基础: 一文了解大模型基础知识☆7,220Dec 18, 2025Updated 4 months ago
- 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