truongghieu commited on
Commit
fe849b6
1 Parent(s): a918eee

Update app.py

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Files changed (1) hide show
  1. app.py +2 -27
app.py CHANGED
@@ -1,28 +1,3 @@
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- from transformers import AutoModelForCausalLM, AutoTokenizer, GPTQConfig, BitsAndBytesConfig
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- import torch
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- from time import perf_counter
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- from transformers import GenerationConfig
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- from peft import PeftConfig,PeftModel
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- import gradio as gr
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-
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-
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-
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- model_id = "truongghieu/deci-finetuned"
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-
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- peft_model_config = PeftConfig(model_id)
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- config = PeftConfig.from_pretrained(model_id)
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- model = AutoModelForCausalLM.from_pretrained(config.base_model_name_or_path,return_dict = True,load_in_8bit = False,device_map="auto", torch_dtype=torch.float16)
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- tokenizer = AutoTokenizer.from_pretrained(config.base_model_name_or_path)
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-
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- my_model = PeftModel.from_pretrained(model,model_id)
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-
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- def text_gen(input):
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- inputs = tokenizer("\n###Instruction: "+str(input)+"\".\n###Response:", return_tensors="pt").to("cuda")
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-
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- outputs = my_model.generate(**inputs)
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- return outputs
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-
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- gr.Interface(fn=text_gen,input=gr.Textbox(label="Message "),outputs=gr.Textbox(label="text"),title="Text Generation with GPT-3",
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- description="Enter a prompt to generate text using the GPT-3 model.",
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- live=True,).launch()
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+ import gradio as gr
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ gr.Interface.load("truongghieu/spaceTest").launch()