arya-narrable commited on
Commit
1d25889
·
1 Parent(s): fb57155

Optimized requirements and app script

Browse files
Files changed (2) hide show
  1. app.py +8 -17
  2. requirements.txt +1 -1
app.py CHANGED
@@ -2,27 +2,18 @@ import gradio as gr
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  def load_model():
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- try:
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- model_name = "internistai/base-7b-v0.2"
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- tokenizer = AutoTokenizer.from_pretrained(model_name)
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- model = AutoModelForCausalLM.from_pretrained(model_name)
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- return model, tokenizer
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- except Exception as e:
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- print(f"Error loading model: {e}")
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- return None, None
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  def chat(message, model, tokenizer):
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- try:
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- inputs = tokenizer(message, return_tensors="pt")
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- outputs = model.generate(**inputs)
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- response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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- return response
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- except Exception as e:
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- return f"Error generating response: {e}"
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  model, tokenizer = load_model()
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- if model is None or tokenizer is None:
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- print("Failed to load model or tokenizer. Please check the configuration.")
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  iface = gr.Interface(fn=lambda message: chat(message, model, tokenizer), inputs="text", outputs="text")
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  iface.launch()
 
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  def load_model():
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+ model_name = "internistai/base-7b-v0.2"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+ return model, tokenizer
 
 
 
 
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  def chat(message, model, tokenizer):
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+ inputs = tokenizer(message, return_tensors="pt")
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+ outputs = model.generate(**inputs)
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return response
 
 
 
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  model, tokenizer = load_model()
 
 
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  iface = gr.Interface(fn=lambda message: chat(message, model, tokenizer), inputs="text", outputs="text")
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  iface.launch()
requirements.txt CHANGED
@@ -1,4 +1,4 @@
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  gradio
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  transformers
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- torch==1.9.0 # Specify a version if newer versions are causing issues
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  sentencepiece
 
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  gradio
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  transformers
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+ torch
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  sentencepiece