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📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

1,929 134 Updated Jul 8, 2024

LLM 推理服务性能测试

Jupyter Notebook 18 2 Updated Dec 17, 2023

中文大模型能力评测榜单:覆盖百度文心一言、chatgpt、阿里通义千问、讯飞星火、belle / chatglm6b 等开源大模型,多维度能力评测。不仅提供能力评分排行榜,也提供所有模型的原始输出结果!

1,856 94 Updated Jun 29, 2024

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 22,595 3,184 Updated Jul 10, 2024

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Python 11,425 1,101 Updated Jul 10, 2024

Learn and understand Docker&Container technologies, with real DevOps practice!

Go 24,444 5,704 Updated Jul 9, 2024

Unify Efficient Fine-Tuning of 100+ LLMs

Python 1 Updated Apr 14, 2024

本项目旨在分享大模型相关技术原理以及实战经验。

Python 1 Updated Apr 11, 2024

LlamaIndex is a data framework for your LLM applications

Python 33,448 4,686 Updated Jul 10, 2024

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Python 17,898 1,835 Updated Apr 30, 2024

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

Python 2,905 197 Updated Nov 26, 2023

本项目旨在分享大模型相关技术原理以及实战经验。

HTML 7,692 752 Updated Jul 5, 2024

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Python 25,986 3,226 Updated Jul 10, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 10,540 1,263 Updated Jul 10, 2024

计算机自学指南

HTML 52,470 6,443 Updated Jul 3, 2024

PyCharm 中文指南:安装 | 破解 | 效率 | 技巧

Python 2,199 401 Updated Jun 19, 2024

基于AutoDL快速部署开源大模型,更适合中国宝宝的部署教程

Jupyter Notebook 6 1 Updated Jun 7, 2024

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

Python 4,629 492 Updated May 26, 2024

🌿 中文近义词:聊天机器人,智能问答工具包

Python 4,995 902 Updated Nov 24, 2023

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

Python 1,330 241 Updated May 31, 2022

中文 NLP 预处理、解析工具包,准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Python 3,115 378 Updated Jul 5, 2024

A list of awesome papers and resources of recommender system on large language model (LLM).

968 86 Updated May 8, 2024

A collection of full time roles in SWE, Quant, and PM for new grads.

10,115 998 Updated Jul 9, 2024

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Python 19,424 2,403 Updated Apr 28, 2024

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…

Python 61,523 7,663 Updated Jul 10, 2024

一个完全中文注释且图文对照的Transformer代码,如果你觉得哪里有问题,请提交issue

Jupyter Notebook 4 1 Updated Nov 2, 2023

自然语言处理学习笔记:机器学习及深度学习原理和示例,基于 Tensorflow 和 PyTorch 框架,Transformer、BERT、ALBERT等最新预训练模型及源代码详解,及基于预训练模型进行各种自然语言处理任务。模型部署

Jupyter Notebook 297 49 Updated Jun 19, 2020

Langchain-Chatchat(原Langchain-ChatGLM, Qwen 与 Llama 等)基于 Langchain 与 ChatGLM 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen a…

TypeScript 29,722 5,214 Updated Jul 10, 2024

“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型,具有优越的英语/中文能力,在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Ch…

Python 291 18 Updated Dec 3, 2023

OpenAgents: An Open Platform for Language Agents in the Wild

Python 3,746 402 Updated Jul 8, 2024
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