|
--- |
|
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) project. The training data used is from the Spider training set. This weights files achieving an execution accuracy of approximately 0.789 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) ,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) will be a great encouragement for us to release more weight files. |
|
|
|
### Framework versions |
|
|
|
|
|
- PEFT 0.4.0 |
|
|
