vicgalle/alpaca-gpt4
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How to use zjudai/flowertune-general-nlp-lora-llama-3.2-1b-instruct with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-1B-Instruct")
model = PeftModel.from_pretrained(base_model, "zjudai/flowertune-general-nlp-lora-llama-3.2-1b-instruct")This is a LoRA adapter for meta-llama/Llama-3.2-1B-Instruct fine-tuned with Flower federated learning framework on a general NLP dataset.
This model is a LoRA adapter fine-tuned on meta-llama/Llama-3.2-1B-Instruct using the Flower federated learning framework. It was trained on a general NLP dataset (vicgalle/alpaca-gpt4) through distributed learning to improve performance.
Base model
meta-llama/Llama-3.2-1B-Instruct