Laurie/

baichuan-7b-lora-alpaca-cn

  from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
  from peft import PeftModel
  
  
  tokenizer = AutoTokenizer.from_pretrained("baichuan-inc/baichuan-7B", trust_remote_code=True)
  model = AutoModelForCausalLM.from_pretrained("baichuan-inc/baichuan-7B", device_map="auto", trust_remote_code=True)
  model = PeftModel.from_pretrained(model, "Laurie/baichuan-7b-lora-alpaca-cn")
  streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
  
  query = "天空为什么是蓝色的？"
  
  inputs = tokenizer(["<human>:{}\n<bot>:".format(query)], return_tensors="pt")
  inputs = inputs.to("cuda")
  generate_ids = model.generate(**inputs, max_new_tokens=256, streamer=streamer)