Upload 2 files
Browse files- chat.py +49 -0
- requirements.txt +2 -0
chat.py
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from transformers import GPT2LMHeadModel, GPT2Tokenizer
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from transformers import pipeline
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import torch
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import os
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# Automatically get the current folder
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base_dir = os.path.dirname(os.path.abspath(__file__))
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model_path = os.path.join(base_dir, "chatbot")
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# path to the folder where all your files are
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tokenizer = GPT2Tokenizer.from_pretrained(model_path)
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model = GPT2LMHeadModel.from_pretrained(model_path)
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model.to(device)
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model.eval()
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# Create the text generation pipeline
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generator = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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device=0 if torch.cuda.is_available() else -1
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)
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# Chat function
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def chat(temp=0.5):
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print(f"\n🤖 Chatbot is ready! (temperature={temp}) — type 'exit' to quit.")
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context = ""
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while True:
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user_input = input("You: ")
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if user_input.lower() == "exit":
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break
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context += f"A: {user_input}\nB:"
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result = generator(
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context,
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max_length=len(tokenizer.encode(context)) + 50,
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pad_token_id=tokenizer.eos_token_id,
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do_sample=True,
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top_k=50,
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top_p=0.95,
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temperature=temp
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)[0]["generated_text"]
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reply = result[len(context):].split("\n")[0].strip()
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print(f"Bot: {reply}")
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context += f"{reply}\n"
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# Start chatting
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if __name__ == "__main__":
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chat(temp=0.8)
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requirements.txt
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transformers
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torch
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