Arthur Angelici
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Create README.md
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README.md
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Usage
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import torch
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from peft import PeftModel, PeftConfig
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from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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# Load peft config for pre-trained checkpoint etc.
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peft_model_id = "results"
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config = PeftConfig.from_pretrained(peft_model_id)
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# load base LLM model and tokenizer
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model = AutoModelForSeq2SeqLM.from_pretrained(config.base_model_name_or_path, load_in_8bit=True, device_map={"":0})
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tokenizer = AutoTokenizer.from_pretrained(config.base_model_name_or_path)
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# Load the Lora model
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model = PeftModel.from_pretrained(model, peft_model_id, device_map={"":0})
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