从零构建大模型：从预训练到RLHF的完整实践
☆2,667May 20, 2026Updated 3 weeks ago
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☆69Jun 7, 2026Updated last week
- ☆65Jun 10, 2026Updated last 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!☆51,766Jun 1, 2026Updated 2 weeks ago
- 👀「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!☆8,165May 19, 2026Updated last month
- 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）☆24,518May 25, 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.
- ✅（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】☆21,928Apr 27, 2026Updated last month
- 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。☆854Feb 18, 2025Updated last year
- Train a 1B LLM with 1T tokens from scratch by personal☆807Apr 27, 2025Updated last year
- Nano vLLM☆14,031Apr 26, 2026Updated last month
- 复现大模型相关算法及一些学习记录☆3,419Mar 21, 2026Updated 2 months ago
- 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☆14,504Updated this week
- 📚 从零开始构建大模型☆31,180May 6, 2026Updated last month
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,107Jun 10, 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☆30,961Updated this week
- 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.
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆14,496Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,245May 29, 2026Updated 3 weeks ago
- 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.☆2,921May 21, 2024Updated 2 years ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,652Jun 9, 2026Updated last week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,969Updated this week
- A Flexible Framework for Generative Recommendation☆45Apr 9, 2026Updated 2 months ago
- 从零实现一个 llama3 中文版☆1,049Jun 12, 2024Updated 2 years ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,006Apr 6, 2026Updated 2 months ago
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆4,915Feb 12, 2026Updated 4 months ago
- AI Agents on 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.
- 中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型☆2,623May 4, 2026Updated last month
- Qwen2.5 0.5B GRPO☆84Feb 16, 2025Updated last year
- 《动手学大模型Dive into LLMs》系列编程实践教程☆40,959Oct 10, 2025Updated 8 months ago
- A book for Learning the Foundations of LLMs☆16,362Dec 12, 2025Updated 6 months ago
- A PyTorch-like deep learning framework. Just for fun.☆157Oct 9, 2023Updated 2 years 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☆6,711May 31, 2026Updated 2 weeks ago
- 大模型基础: 一文了解大模型基础知识☆7,369Dec 18, 2025Updated 6 months 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☆16,956Sep 3, 2025Updated 9 months ago
- Latest Advances on Multimodal Large Language Models☆17,889May 1, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 深度学习经典、新论文逐段精读☆33,435Mar 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 5 months ago
- AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。☆7,333Dec 22, 2025Updated 5 months ago
- slime is an LLM post-training framework for RL Scaling.☆6,146Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆97,332Jun 2, 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。☆22,631May 10, 2026Updated last month
- Reproduce R1 Zero on Logic Puzzle☆2,451Mar 20, 2025Updated last year