metadata
base_model: Salesforce/codegen-350M-multi
library_name: peft
pipeline_tag: text-generation
tags:
- lora
- peft
- text2sql
codegenstudio/codegen-350M-text2sql-lora
LoRA adapter for text2sql on Salesforce/codegen-350M-multi.
- Checkpoint version:
v3 - Task:
text2sql
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base = "Salesforce/codegen-350M-multi"
adapter = "codegenstudio/codegen-350M-text2sql-lora"
tokenizer = AutoTokenizer.from_pretrained(base)
model = AutoModelForCausalLM.from_pretrained(base)
model = PeftModel.from_pretrained(model, adapter)
Or use the multi-adapter API in this project's fastapi-deploy/ package.