Wangzaistone123/CodeLlama-13b-sql-lora

Model

Introduce

8

3 commits

1 linked in READMEs

updated Oct 25, 2023

See the code

README

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 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 and this folder weigths, you can refer the DB-GPT-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 will be a great encouragement for us to release more weight files.

Framework versions

  • PEFT 0.4.0
peft
spider
text2sql
text-to-sql

Wangzaistone123/CodeLlama-13b-sql-lora

Model

Introduce

8

3 commits

1 linked in READMEs

updated Oct 25, 2023

See the code

README

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 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 and this folder weigths, you can refer the DB-GPT-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 will be a great encouragement for us to release more weight files.

Framework versions

  • PEFT 0.4.0
peft
spider
text2sql
text-to-sql