minhdang commited on
Commit
f7f4304
1 Parent(s): 61f05dc

Update app.py

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Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -6,11 +6,16 @@ import torch
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  import os
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- bnb_config = BitsAndBytesConfig(load_in_4bit=True)
 
 
 
 
 
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  model_id = "AetherResearch/Cerebrum-1.0-8x7b"
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  tokenizer = AutoTokenizer.from_pretrained(model_id)
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- model = AutoModelForCausalLM.from_pretrained(model_id, quantization_config=bnb_config)
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  @spaces.GPU
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  def generate_response(user_input, max_new_tokens, temperature):
 
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  import os
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+ nf4_config = BitsAndBytesConfig(
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+ load_in_4bit=True,
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+ bnb_4bit_quant_type="nf4",
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+ bnb_4bit_use_double_quant=True,
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+ bnb_4bit_compute_dtype=torch.bfloat16
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+ )
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  model_id = "AetherResearch/Cerebrum-1.0-8x7b"
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  tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ model = AutoModelForCausalLM.from_pretrained(model_id, quantization_config=nf4_config)
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  @spaces.GPU
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  def generate_response(user_input, max_new_tokens, temperature):