cuplv / text-to-sql-wizardcoder
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.
☆43Updated 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
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆100Updated last year
- ☆33Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆56Updated 4 months ago
- ☆46Updated 2 years ago
- ☆44Updated 5 months ago
- ☆143Updated 9 months ago
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆66Updated 8 months ago
- CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models☆41Updated last year
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆105Updated last year
- Evaluating tool-augmented LLMs in conversation settings☆84Updated 10 months ago
- ☆12Updated last year
- LLaMa Tuning with Stanford Alpaca Dataset using Deepspeed and Transformers☆51Updated 2 years ago
- A Multi-Turn Dialogue Corpus based on Alpaca Instructions☆169Updated last year
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆40Updated 4 months ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- Open Source WizardCoder Dataset☆157Updated last year
- YuLan-IR: Information Retrieval Boosted LMs☆218Updated last year
- NaturalCodeBench (Findings of ACL 2024)☆63Updated 6 months ago
- 中文大语言模型评测第二期☆70Updated last year
- use chatGLM to perform text embedding☆45Updated 2 years ago
- 百川Dynamic NTK-ALiBi的代码实现：无需微调即可推理更长文本☆47Updated last year
- Source code for ACL 2023 paper Decoder Tuning: Efficient Language Understanding as Decoding☆49Updated last year
- ☆30Updated last year
- SuperCLUE-Agent: 基于中文原生任务的Agent智能体核心能力测评基准☆84Updated last year
- evol augment any dataset online☆59Updated last year
- [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?☆122Updated 7 months ago
- The official repository of "ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models"☆42Updated last year
- Informative Conversational Query Rewriting☆28Updated last year
- Unofficial implementation of AlpaGasus☆90Updated last year
- ☆42Updated 2 months ago