Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom Spider training dataset. The resultant model, achieves 61% execution accuracy, incorporating database context for validation.
☆45Dec 12, 2023Updated 2 years ago
Alternatives and similar repositories for text-to-sql-wizardcoder
Users that are interested in text-to-sql-wizardcoder are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Jan 31, 2022Updated 4 years ago
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in T…☆2,008Jul 2, 2025Updated last year
- ☆15Oct 30, 2021Updated 4 years ago
- The Pytorch implementation of RESDSQL (AAAI 2023).☆281May 13, 2024Updated 2 years ago
- Sentence Insertion based Bert☆13Sep 6, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Apr 2, 2024Updated 2 years ago
- ☆61Nov 18, 2024Updated last year
- The source code of CodeS (SIGMOD 2024).☆198Nov 20, 2024Updated last year
- Evaluate the accuracy of LLM generated outputs☆746Aug 14, 2025Updated last year
- Numbers Station Text to SQL model code.☆254Mar 10, 2026Updated 5 months ago
- A efficient and effective few-shot NL2SQL method on GPT-4.☆641Mar 7, 2025Updated last year
- ☆21Jun 13, 2024Updated 2 years ago
- CodeLLaMA 中文版 - 代码生成助手,huggingface累积下载2w+次☆44Sep 21, 2023Updated 2 years ago
- Semantic Evaluation for Text-to-SQL with Distilled Test Suites☆321Jun 5, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆168Aug 6, 2024Updated 2 years ago
- ☆421Mar 30, 2024Updated 2 years ago
- ☆29Aug 18, 2023Updated 3 years ago
- GPT3 Chrome Extension Starter Kit☆16Jan 16, 2023Updated 3 years ago
- ☆12May 18, 2023Updated 3 years ago
- The SQL-RL-GEN is an algorithm based on a Reinforcement Learning approach with a reward function generated by a LLM to guide the agent's …☆25Sep 18, 2025Updated 11 months ago
- Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)☆32Aug 22, 2024Updated 2 years ago
- Debug DeepSpeed-Chat step by step in IDE (在IDE里一步一步调试DeepSpeed-Chat)☆10Apr 17, 2023Updated 3 years ago
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆107Jun 14, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Aug 18, 2023Updated 3 years ago
- SCALE: SQL Capability Leaderboard for LLMs☆25Jul 1, 2026Updated 2 months ago
- ☆17Dec 9, 2022Updated 3 years ago
- ☆30Oct 23, 2023Updated 2 years ago
- Open Source WizardCoder Dataset☆166Jul 12, 2023Updated 3 years ago
- CHI 2021 Paper Website☆10Jan 13, 2021Updated 5 years ago
- This is the code for reproducing the TABBIE baseline in our paper: "Retrieval-Based Transformer for Table Augmentation"☆12Sep 17, 2025Updated 11 months ago
- Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020…☆16Mar 24, 2023Updated 3 years ago
- Generate High Quality textual or multi-modal datasets with Agents☆18Jun 7, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- UCAS网络登录☆13Nov 17, 2018Updated 7 years ago
- [EMNLP 2023 Findings] ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought☆23Jan 11, 2024Updated 2 years ago
- Code example for pretraining an LLM with vanilla PyTorch training loop☆10Jun 6, 2024Updated 2 years ago
- ☆14Jun 13, 2022Updated 4 years ago
- ☆18Oct 16, 2024Updated last year
- ☆13Nov 20, 2024Updated last year
- Open-Source Neural Machine Translation in PyTorch http://opennmt.net/☆17Jan 7, 2021Updated 5 years ago