DLLXW / baby-llama2-chineseView external linksLinks
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.
☆2,888May 21, 2024Updated last year
Alternatives and similar repositories for baby-llama2-chinese
Users that are interested in baby-llama2-chinese are comparing it to the libraries listed below
Sorting:
- 中文对话0.2B小模型(ChatLM-Chinese-0.2B),开源所有数据集来 源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调,给出三元组信息抽取微调示例。☆1,672Apr 20, 2024Updated last year
- This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.☆495May 1, 2025Updated 9 months ago
- Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型,支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.☆585Jul 11, 2024Updated last year
- 从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)☆527Mar 23, 2025Updated 10 months ago
- 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、…☆6,635Oct 24, 2024Updated last year
- 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。☆22,214May 19, 2025Updated 8 months ago
- 中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)☆7,165Jul 15, 2025Updated 7 months ago
- 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☆14,748Apr 6, 2025Updated 10 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,253Updated this week
- 从0开始,将chatgpt的技术路线跑一遍。☆272Sep 5, 2024Updated last year
- 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)☆23,158Dec 30, 2025Updated last month
- Train a 1B LLM with 1T tokens from scratch by personal☆788Apr 27, 2025Updated 9 months ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,964Jul 15, 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。☆4,761Feb 10, 2026Updated last week
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,777Aug 5, 2025Updated 6 months ago
- 从零实现一个小参数量中文大语言模型。☆946Aug 22, 2024Updated last year
- 【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…☆2,150Mar 30, 2024Updated last year
- BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)☆8,281Oct 16, 2024Updated last year
- 基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型,进行下游具体任务微调,涉及Freeze、Lora、P-tuning、全参微调等☆2,776Dec 12, 2023Updated 2 years ago
- 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…☆37,291Nov 10, 2025Updated 3 months ago
- Firefly中文LLaMA-2大模型,支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型☆416Oct 21, 2023Updated 2 years ago
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (…☆12,670Updated this week
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,408Sep 29, 2023Updated 2 years ago
- 使用单个24G显卡,从0开始训练LLM☆56Jul 9, 2025Updated 7 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☆12,379Apr 30, 2025Updated 9 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆8,989Feb 6, 2026Updated last week
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,085Mar 11, 2025Updated 11 months ago
- Retrieval and Retrieval-augmented LLMs☆11,280Dec 15, 2025Updated 2 months ago
- 想要从零开始训练一个中文的mini大语言模型,可以进行基本的对话,模型大小根据手头的机器决定☆65Aug 14, 2024Updated last year
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,730Oct 12, 2023Updated 2 years ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,889May 3, 2024Updated last year
- ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型☆41,231Jun 27, 2024Updated last year
- ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型☆13,757Jan 13, 2025Updated last year
- A series of large language models developed by Baichuan Intelligent Technology☆4,118Nov 8, 2024Updated last year
- 🚀🚀 「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!☆39,326Feb 6, 2026Updated last week
- ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型☆15,659Jun 27, 2024Updated last year
- 一些 LLM 方面的从零复现笔记☆244Apr 29, 2025Updated 9 months ago
- 该仓库主要记 录 大模型(LLMs) 算法工程师相关的面试题☆2,430Dec 26, 2024Updated last year
- fastllm是后端无依赖的高性能大模型推理库。同时支持张量并行推理稠密模型和混合模式推理MOE模型,任意10G以上显卡即可推理满血DeepSeek。双路9004/9005服务器+单显卡部署DeepSeek满血满精度原版模型,单并发20tps;INT4量化模型单并发30tp…☆4,149Updated this week