philschmid commited on
Commit
bacc7cf
·
1 Parent(s): ae8be56

Update app.py

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Files changed (1) hide show
  1. app.py +4 -2
app.py CHANGED
@@ -28,8 +28,10 @@ model_id = "philschmid/instruct-igel-001"
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  if device == "cpu":
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  model = AutoModelForCausalLM.from_pretrained(model_id, low_cpu_mem_usage=True)
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  else:
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- torch_dtype = torch.bfloat16 if torch.cuda.get_device_capability()[0] == 8 else torch.float16
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- model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch_dtype, device_map="auto")
 
 
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  tokenizer = AutoTokenizer.from_pretrained(model_id)
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  prompt_template = f"### Anweisung:\n{{input}}\n\n### Antwort:"
 
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  if device == "cpu":
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  model = AutoModelForCausalLM.from_pretrained(model_id, low_cpu_mem_usage=True)
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  else:
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+ # torch_dtype = torch.bfloat16 if torch.cuda.get_device_capability()[0] == 8 else torch.float16
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+ # model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch_dtype, device_map="auto")
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+ model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", load_in_8bit=True)
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+
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  tokenizer = AutoTokenizer.from_pretrained(model_id)
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  prompt_template = f"### Anweisung:\n{{input}}\n\n### Antwort:"