一些 LLM 方面的从零复现笔记
☆260Apr 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。☆99Feb 4, 2025Updated last year
- Train a 1B LLM with 1T tokens from scratch by personal☆816Apr 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 last month
- A pytorch Implementation of the Transformer: Attention Is All You Need☆13Jun 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
- 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.
- 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
- Welcome to the LLM Tutorials and RAG Implementations repository! This repository provides tutorials, guides, and implementations for work…☆13Jul 1, 2025Updated last year
- Code of our paper "Attribute Graph Neural Networks for Strict Cold Start Recommendation" accepted by TKDE 2020.☆15Dec 11, 2020Updated 5 years ago
- 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)☆558Mar 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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。☆1,732Apr 20, 2024Updated 2 years ago
- Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and L…☆23Apr 12, 2024Updated 2 years ago
- KuaiSearch PERKS☆12Nov 16, 2021Updated 4 years ago
- ☆34Sep 14, 2024Updated 2 years ago
- ☆17Jun 18, 2026Updated 3 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☆204Jan 17, 2026Updated 8 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
- 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.
- 大语言模型微调，Qwen2VL、Qwen2、GLM4指令微调☆659May 26, 2025Updated last year
- ☆42Apr 29, 2024Updated 2 years ago
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,423Sep 29, 2023Updated 2 years ago
- ☆73Mar 12, 2024Updated 2 years ago
- 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☆15,209May 23, 2024Updated 2 years ago
- 使用单个24G显卡，从0开始训练LLM☆54Jul 9, 2025Updated last year
- ☆13Feb 9, 2022Updated 4 years ago
- chatglm多gpu用deepspeed和☆409Jul 8, 2024Updated 2 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.
- SimCSE中文语义相似度对比学习模型☆91Mar 7, 2022Updated 4 years 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.☆591Jul 11, 2024Updated 2 years ago
- ☆65Apr 9, 2024Updated 2 years ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆74,888Updated this week
- 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☆1,057Jun 12, 2024Updated 2 years ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆23Aug 28, 2026Updated 3 weeks ago