cuplv / text-to-sql-wizardcoderLinks
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.
☆44Updated last year
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
Sorting:
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆67Updated last year
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆102Updated 2 years ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆103Updated last year
- YuLan-IR: Information Retrieval Boosted LMs☆221Updated last year
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆165Updated 9 months ago
- ☆50Updated 9 months ago
- ☆124Updated last year
- ☆106Updated last year
- A Multi-Turn Dialogue Corpus based on Alpaca Instructions☆173Updated 2 years ago
- Open efforts to implement ChatGPT-like models and beyond.☆109Updated last year
- ☆147Updated last year
- ☆36Updated last year
- Code implement reposity of Paper HiQA☆102Updated 6 months ago
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆155Updated last year
- ☆31Updated last year
- Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)☆31Updated last year
- ☆49Updated 3 years ago
- Evaluating LLMs' multi-round chatting capability via assessing conversations generated by two LLM instances.☆156Updated 3 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆406Updated 8 months ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆61Updated 9 months ago
- 中文原生检索增强生成测评基准☆122Updated last year
- 百川Dynamic NTK-ALiBi的代码实现:无需微调即可推理更长文本☆49Updated 2 years ago
- Retrieves parquet files from Hugging Face, identifies and quantifies junky data, duplication, contamination, and biased content in datase…☆53Updated 2 years ago
- ☆19Updated last year
- ☆98Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆132Updated last year
- Benchmark baseline for retrieval qa applications☆116Updated last year
- aigc evals☆10Updated last year
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆221Updated 3 weeks ago
- the newest version of llama3,source code explained line by line using Chinese☆22Updated last year