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!pip install auto-gptq
from transformers import AutoTokenizer
from auto_gptq import AutoGPTQForCausalLM
quantized_model_dir = "dahara1/weblab-10b-instruction-sft-GPTQ"
model_basename = "gptq_model-4bit-128g"
tokenizer = AutoTokenizer.from_pretrained(quantized_model_dir)
model = AutoGPTQForCausalLM.from_quantized(
quantized_model_dir,
model_basename=model_basename,
use_safetensors=True,
device="cuda:0")(2) ã¢ãã«ã®å®è¡
äžã®ã»ã«ã®å®è¡å®äºåŸã以äžã®ã³ãŒããå¥ã®ã»ã«ã«ã³ããŒããŠå®è¡ããŠãã ããã
prompt_text = "æ¥æ¬ã§äžçªé«ãå±±ãæããŠãã ãã"
prompt_template = f'以äžã¯ãã¿ã¹ã¯ã説æããæç€ºã§ããèŠæ±ãé©åã«æºããå¿çãæžããªããã\n\n### æç€º:{prompt_text}\n\n### å¿ç:'
tokens = tokenizer(prompt_template, return_tensors="pt").to("cuda:0").input_ids
output = model.generate(input_ids=tokens, max_new_tokens=500, do_sample=True, temperature=0.8)
print(tokenizer.decode(output[0]))ãããšãã»ã«ã®äžã«ä»¥äžã®ãããªåçã衚瀺ãããŸãã
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