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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Stable Diffusion web UI
分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
🎨 Diagram as Code for prototyping cloud system architectures
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
Python tool for converting files and office documents to Markdown.
Platform for building AI that can learn and answer questions over federated data.
《Designing Data-Intensive Application》DDIA中文翻译
⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。
An open-source tool-augmented conversational language model from Fudan University
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Benchmarks of approximate nearest neighbor libraries in Python
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系,成为中文AIGC和认知智能的基础设施。
Machine Learning Resources, Practice and Research
自然语言处理领域下的相关论文(附阅读笔记),复现模型以及数据处理等(代码含TensorFlow和PyTorch两版本)