| library_name: peft | |
| tags: | |
| - text-to-sql | |
| - spider | |
| - 'text2sql' | |
| ## Introduce | |
| This folder is a text-to-sql weights directory, containing weight files fine-tuned based on the LoRA with the CodeLlama-13b-Instruct-hf model through the [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub) project. The training data used is from the Spider training set. This weights files achieving an execution accuracy of approximately 0.788 on the Spider evaluation set. | |
| Merge the weights with [CodeLlama-13b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-13b-Instruct-hf/tree/main) and this folder weigths, you can refer the [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub) ,in `dbgpt_hub/scripts/export_merge.sh`. | |
| If you find our weight files or the DB-GPT-Hub project helpful for your work, give a star on our github project [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub) will be a great encouragement for us to release more weight files. | |
| ### Framework versions | |
| - PEFT 0.4.0 | |