KaihuaTang / Building-a-Small-LLM-from-ScratchLinks
该系列的目的是让读者可以在基础的pytorch上,不依赖任何其他现成的外部库,从零开始理解并实现一个大语言模型的所有组成部分,以及训练微调代码,因此读者仅需python,pytorch和最基础深度学习背景知识即可。
☆343Updated 3 months ago
Alternatives and similar repositories for Building-a-Small-LLM-from-Scratch
Users that are interested in Building-a-Small-LLM-from-Scratch are comparing it to the libraries listed below
Sorting:
- Automatically crawl arXiv papers daily and summarize them using AI. Illustrating them using GitHub Pages.☆830Updated this week
- 一个手把手教你从零开始编写GPT并训练大语言模型的教程☆82Updated 5 months ago
- Awesome LLM pre-training resources, including data, frameworks, and methods.☆180Updated last month
- Customize your arXiv recommendation every day.☆107Updated 2 months ago
- LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.☆782Updated this week
- Large Language Model in Action☆330Updated 4 months ago
- Awesome-RAG-Vision: a curated list of advanced retrieval augmented generation (RAG) for Computer Vision☆179Updated 3 weeks ago
- An open-source solution for full parameter fine-tuning of DeepSeek-V3/R1 671B, including complete code and scripts from training to infer…☆703Updated 3 months ago
- The development and future prospects of multimodal reasoning models.☆395Updated last week
- 大模型算法岗面试题(含答案):常见问题和概念解析 "大模型面试题"、"算法岗面试"、"面试常见问题"、"大模型算法面试"、"大模型应用基础"☆992Updated this week
- 看图学大模型☆311Updated 10 months ago
- 从零开始学大模型Transformer、GPT2、BERT pre-training and fine-tuning from scratch☆34Updated 11 months ago
- DL & ML & RS☆404Updated 7 months ago
- DeepSeek 系列工作解读、扩展和复现。☆658Updated 2 months ago
- website☆429Updated 3 months ago
- 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。☆437Updated 4 months ago
- ☆171Updated 10 months ago
- 医疗问诊系统multi-agent框架☆76Updated 2 months ago
- LLM全栈优质资源汇总☆572Updated 7 months ago
- ☆54Updated 7 months ago
- Collect every awesome work about r1!☆388Updated last month
- Building DeepSeek R1 from Scratch☆630Updated 3 months ago
- Cool Papers - Immersive Paper Discovery☆559Updated 3 weeks ago
- 从无名小卒到大模型(LLM)大英雄~ 欢迎关注后续!!!☆1,424Updated 2 months ago
- ☆133Updated 4 months ago
- Learning records for building a large language model from scratch☆55Updated 5 months ago
- 大模型/LLM推理和部署理论与实践☆278Updated 3 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆301Updated last year
- Repo for NAACL 2025 Paper "Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization"☆278Updated 5 months ago
- 企业级RAG系统从入门到精通☆490Updated 3 months ago