Stars
Easy, safe evaluation of arbitrary Python code
a language for fast, portable data-parallel computation
The source code for the schema filter (question + schema only)
Evaluate the accuracy of LLM generated outputs
State of the Art Natural Language Processing
Vega-Lite Chart Dataset and NL Generation Framework using LLMs
A comprehensive guide and codebase for text summarization using Large Language Models (LLMs). Dive into techniques, from chunking to clustering, and harness the power of LLMs like GPT-3.5 and GPT-4.
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
maohangyu / PET-SQL
Forked from zhshLii/PETSQLPET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency
[NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers
Layer-wise Pruning of Transformer Heads for Efficient Language Modeling
Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.
A PyTorch-based model pruning toolkit for pre-trained language models
A curated list of neural network pruning resources.
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
SuperSonic is the next-generation BI+AI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms.
A efficient and effective few-shot NL2SQL method on GPT-4.
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.