from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("NousResearch/Llama-2-7b-hf")
model = PeftModel.from_pretrained(base_model, "SergeyDanilov/b1systems-7B-Llama-SQL")
Details
The model is fine-tuned version of NousResearch/Llama-2-7b-hf for SQL Q/A
The model was trained using PEFT and this dataset --> b-mc2/sql-create-context
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("NousResearch/Llama-2-7b-hf") model = PeftModel.from_pretrained(base_model, "SergeyDanilov/b1systems-7B-Llama-SQL")