lifuli1202

ml-python

Chinese_Classification

中文文本分类的各种尝试，包含特征工程，机器学习以及深度学习。

chatglm3_6b_finetune

基于chatglm3-6b模型的lora方法的微调

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

nlp_paper_study_transformer

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记【Transformer篇】

LLaMA-Factory

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

sqlglot

Python SQL Parser and Transpiler

vanna-streamlit

Vanna AI Streamlit App

vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

project-based-learning

Curated list of project-based tutorials

snowChat

Chat snowflake database - Text to SQL

ChatSQL

Convert the given plain text to MySQL query by ChatGPT

torchkeras

Pytorch❤️ Keras 😋😋

ms-swift

Use PEFT or Full-parameter to finetune 300+ LLMs or 80+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3.1, Llava-Video, Internvl2, MiniCPM-V-2.6, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)

LangChain-Chinese-Getting-Started-Guide

LangChain 的中文入门教程

langchain-tutorials

Overview and tutorial of the LangChain Library

chatglm3-base-tuning

chatglm3base模型的有监督微调SFT

ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

ChatGLM-Tuning

基于ChatGLM-6B + LoRA的Fintune方案

Baichuan2

A series of large language models developed by Baichuan Intelligent Technology

tensorflow

An Open Source Machine Learning Framework for Everyone

ai_code_reader

AI项目阅读器 by渡码

text-to-sql

An application to write and run SQL queries, returning answers to natural language questions, using langchain and open source LLM models through HuggingFace.

langchain-tutorials

cnosdb

A cloud-native open source distributed time series database with high performance, high compression ratio and high availability. http://www.cnosdb.cloud

Chat2DB

🔥🔥🔥AI-driven database tool and SQL client, The hottest GUI client, supporting MySQL, Oracle, PostgreSQL, DB2, SQL Server, DB2, SQLite, H2, ClickHouse, and more.