一些 LLM 方面的从零复现笔记
☆258Apr 29, 2025Updated last year
Alternatives and similar repositories for LLM-from-scratch
Users that are interested in LLM-from-scratch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 一个用于预防经济诈骗的文本分类检测微调项目。☆98Feb 4, 2025Updated last year
- Train a 1B LLM with 1T tokens from scratch by personal☆813Apr 27, 2025Updated last year
- 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.☆2,922Aug 13, 2026Updated 2 weeks ago
- A pytorch Implementation of the Transformer: Attention Is All You Need☆14Jun 7, 2024Updated 2 years ago
- 一个基于HuggingFace开发的大语言模型训练、测试工具。支持各模型的webui、终端预测，低参数量及全参数模型训练(预训练、SFT、RM、PPO、DPO)和融合、量化。☆226Dec 8, 2023Updated 2 years 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.
- 一个MCP客户端实践：实现LLM调用天气MCP服务端查询天气的快速示例☆15Apr 2, 2025Updated last year
- Materials for "Prompting is not a substitute for probability measurements in large language models" (EMNLP 2023)☆24Oct 24, 2023Updated 2 years 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☆66Aug 14, 2024Updated 2 years ago
- The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.☆26Nov 6, 2024Updated last year
- 从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)☆554Mar 23, 2025Updated last year
- Created a simple neural network using C++17 standard and the Eigen library that supports both forward and backward propagation.☆11Jul 27, 2024Updated 2 years ago
- This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.☆504May 1, 2025Updated last year
- 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。☆1,729Apr 20, 2024Updated 2 years ago
- KuaiSearch PERKS☆12Nov 16, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆34Sep 14, 2024Updated last year
- ☆16Jun 18, 2026Updated 2 months ago
- ☆16May 31, 2024Updated 2 years ago
- 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☆2,771Dec 12, 2023Updated 2 years ago
- A simple and trans-platform agent framework and tutorial☆205Jan 17, 2026Updated 7 months ago
- DETR tensor去除推理过程无用辅助头+fp16部署再次加速+解决转tensorrt 输出全为0问题的新方法。☆12Jan 9, 2024Updated 2 years ago
- 大语言模型微调，Qwen2VL、Qwen2、GLM4指令微调☆657May 26, 2025Updated last year
- [EMNLP 2023] Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models☆17Oct 30, 2023Updated 2 years ago
- ☆42Apr 29, 2024Updated 2 years 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.
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,420Sep 29, 2023Updated 2 years ago
- 2025.01：从零到一实现了一个多模态大模型，并命名为Reyes（睿视），R：睿，eyes：眼。Reyes的参数量为8B，视觉编码器使用的是InternViT-300M-448px-V2_5,语言模型侧使用的是Qwen2.5-7B-Instruct，Reyes也通过一个两…☆34Feb 10, 2026Updated 6 months ago
- ☆73Mar 12, 2024Updated 2 years ago
- Fine-tuning embedding models.☆14Nov 25, 2024Updated last year
- 2019年讯飞开发者大赛应用分类标注赛第一名解决方案☆12Oct 23, 2019Updated 6 years ago
- llama3 implementation one matrix multiplication at a time☆15,221May 23, 2024Updated 2 years ago
- 使用单个24G显卡，从0开始训练LLM☆54Jul 9, 2025Updated last year
- chatglm多gpu用deepspeed和☆409Jul 8, 2024Updated 2 years ago
- SimCSE中文语义相似度对比学习模型☆91Mar 7, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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.☆591Jul 11, 2024Updated 2 years ago
- ☆65Apr 9, 2024Updated 2 years ago
- [ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.…☆38Jun 4, 2023Updated 3 years ago
- Math24o: 高中奥林匹克数学竞赛测评集 High School Olympiad Mathematics Chinese Benchmark☆14Mar 27, 2025Updated last year
- 从零实现一个 llama3 中文版☆1,053Jun 12, 2024Updated 2 years ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆23Updated this week
- All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等☆514May 7, 2025Updated last year