PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

PythonC++CudaShellJupyter NotebookCMakeOthernlpsearch-enginecompressionsentiment-analysistransformersinformation-extractionquestion-answeringllamapretrained-modelsembeddingbertsemantic-analysisdistributed-trainingernieneural-searchuiedocument-intelligencepaddlenlpllm
This is stars and forks stats for /PaddlePaddle/PaddleNLP repository. As of 20 Apr, 2024 this repository has 10296 stars and 2659 forks.

简体中文🀄 | English🌎 安装 | 快速开始 | 特性 | 社区交流 PaddleNLP是一款简单易用且功能强大的自然语言处理和大语言模型(LLM)开发库。聚合业界优质预训练模型并提供开箱即用的开发体验,覆盖NLP多场景的模型库搭配产业实践范例可满足开发者灵活定制的需求。 News 📢 2023.8.15 PaddleNLP v2.6: 发布全流程大模型工具链,涵盖预训练,精调,压缩,推理以及部署等各个环节,为用户提供端到端的大模型方案和一站式的开发体验;内置4D并行分布式Trainer,高效微调算法LoRA/Prefix Tuning, 自研INT8/INT4量化算法等等;全面支持LLaMA 1/2, BLOOM, ChatGLM 1/2, GLM, OPT等主流大模型 安装 环境依赖 python >= 3.7 paddlepaddle >= 2.5.1 如需大模型功能,请使用 paddlepaddle-gpu >= 2.5.1 pip安装 pip...
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