复现大模型相关算法及一些学习记录
☆3,408Mar 21, 2026Updated 2 months ago
Alternatives and similar repositories for llm_related
Users that are interested in llm_related are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 从无名小卒到大模型（LLM）大英雄~ 欢迎关注后续！！！☆2,213May 4, 2026Updated last month
- 🧠「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
- 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
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,107Updated this week
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,826Aug 5, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 👀「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!☆8,126May 19, 2026Updated 3 weeks ago
- 手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube☆4,000Jul 15, 2024Updated last year
- 《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☆30,837Jun 3, 2026Updated last week
- LLM大模型（重点）以及搜广推等 AI 算法中手写的面试题，（非 LeetCode），比如 Self-Attention, AUC等，一般比 LeetCode 更考察一个人的综合能力，又更贴近业务和基础知识一点☆586May 4, 2026Updated last month
- 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
- 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☆14,457Apr 30, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,619Jun 9, 2026Updated last week
- Practice to LLM.☆2,409May 11, 2026Updated last month
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,969Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆4,902Feb 12, 2026Updated 4 months ago
- Train a 1B LLM with 1T tokens from scratch by personal☆807Apr 27, 2025Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,006Apr 6, 2026Updated 2 months ago
- A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval☆14,450May 1, 2026Updated last month
- 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。☆22,611May 10, 2026Updated last month
- A very simple GRPO implement for reproducing r1-like LLM thinking.☆1,690Nov 21, 2025Updated 6 months ago
- Reproduce R1 Zero on Logic Puzzle☆2,451Mar 20, 2025Updated last year
- 轻量级 LLM Post-training 框架，支持 SFT、RLVR、On-Policy KD、Guide KD 及混合训练；实现单轮/多轮 Guide 蒸馏、多教师蒸馏、Reward 混合训练与自动化数据分流👩🎓👨🎓☆939Mar 8, 2026Updated 3 months ago
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fully open reproduction of DeepSeek-R1☆26,295Apr 2, 2026Updated 2 months ago
- ☆145Sep 29, 2024Updated last year
- This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.☆503May 1, 2025Updated last year
- 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
- 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
- 从零实现一个小参数量中文大语言模型。☆1,047Aug 22, 2024Updated last year
- 一个很小很小的RAG系统☆382Apr 29, 2025Updated last year
- Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、…☆6,639Oct 24, 2024Updated last year
- 一个基于langchain实现RAG的简单示例☆652Apr 26, 2026Updated last month
- 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.
- 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…☆38,167Nov 10, 2025Updated 7 months ago
- MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。☆5,514Jun 3, 2026Updated last week
- Train transformer language models with reinforcement learning.☆18,613Updated this week
- Retrieval and Retrieval-augmented LLMs☆11,802Apr 22, 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
- Fully open data curation for reasoning models☆2,278Dec 2, 2025Updated 6 months ago
- ☆1,418Apr 27, 2026Updated last month