Distributed Asynchronous Hyperparameter Optimization in Python

【大模型】3小时完全从0训练一个仅有26M的小参数GPT，最低仅需2G显卡即可推理训练！

A Minimalist Machine Learning Library written in Swift

OLMoE: Open Mixture-of-Experts Language Models

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with …

the AI-native open-source embedding database

Java implementation for MinHash and LSH for finding near duplicate documents as measured by Jaccard similarity.

Timeout decorator for Python

Python Powerful Timeout Decorator that can be used safely on classes, methods, class methods

Semantic Evaluation for Text-to-SQL with Distilled Test Suites

Python module which allows you to specify timeouts when calling any existing function, and support for stoppable threads

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Netease Youdao's open-source embedding and reranker models for RAG products.

Python job scheduling for humans.

The uncompromising Python code formatter

The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity

Work with remote images registries - retrieving information, images, signing content

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

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

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

Python SDK for kaiheila.cn API

a python sdk for dodo(imdodo.com)

Contextual Harnessing for Efficient SQL Synthesis

ModelScope: bring the notion of Model-as-a-Service to life.

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

A non-validating SQL parser module for Python

Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"

A modular graph-based Retrieval-Augmented Generation (RAG) system

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.