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library_name: peft
base_model: Salesforce/codegen-350M-multi
tags:
  - lora
  - peft
  - code
  - text2sql
  - codegen
pipeline_tag: text-generation

codegenstudio/codegen-350M-text2sql-lora

LoRA adapter for text2sql on Salesforce/codegen-350M-multi.

Checkpoint version: v2
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 hf-deploy/ package.