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Runtime error
michailroussos
commited on
Commit
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4668547
1
Parent(s):
f5a59a6
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Browse files
app.py
CHANGED
@@ -17,11 +17,9 @@ FastLanguageModel.for_inference(model) # Enable optimized inference
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# Define the response function
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def respond(message, history, system_message, max_tokens, temperature, top_p):
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messages = [{"role": "system", "content": system_message}]
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for
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-
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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inputs = tokenizer.apply_chat_template(
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@@ -32,7 +30,6 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
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).to("cuda" if torch.cuda.is_available() else "cpu")
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attention_mask = inputs.ne(tokenizer.pad_token_id).long()
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-
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generated_tokens = model.generate(
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input_ids=inputs,
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attention_mask=attention_mask,
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@@ -43,8 +40,13 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
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)
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response = tokenizer.decode(generated_tokens[0], skip_special_tokens=True)
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history.append(
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# Define the Gradio interface
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demo = gr.ChatInterface(
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@@ -59,4 +61,4 @@ demo = gr.ChatInterface(
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)
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if __name__ == "__main__":
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demo.launch(share=False) #
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# Define the response function
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def respond(message, history, system_message, max_tokens, temperature, top_p):
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messages = [{"role": "system", "content": system_message}]
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for exchange in history:
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messages.append({"role": "user", "content": exchange["user"]})
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messages.append({"role": "assistant", "content": exchange["assistant"]})
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messages.append({"role": "user", "content": message})
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inputs = tokenizer.apply_chat_template(
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).to("cuda" if torch.cuda.is_available() else "cpu")
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attention_mask = inputs.ne(tokenizer.pad_token_id).long()
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generated_tokens = model.generate(
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input_ids=inputs,
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attention_mask=attention_mask,
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)
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response = tokenizer.decode(generated_tokens[0], skip_special_tokens=True)
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history.append({"user": message, "assistant": response})
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formatted_history = [
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{"role": "user", "content": exchange["user"]} if "user" in exchange else
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{"role": "assistant", "content": exchange["assistant"]}
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for exchange in history
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]
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return formatted_history
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# Define the Gradio interface
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demo = gr.ChatInterface(
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)
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if __name__ == "__main__":
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demo.launch(share=False) # Use share=False for local testing
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