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Israelpp/first_gradio

sourceHugging Faceopenrailupdated 3y agoView on Hugging Face
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app.py20 linesDownload Raw Back to root
1import gradio as gr2from transformers import AutoModelForSeq2SeqLM, AutoTokenizer3 4# Load the Llama2 70B Chatbot model5model = AutoModelForSeq2SeqLM.from_pretrained("facebook/llama-2-70b-chat-hf")6tokenizer = AutoTokenizer.from_pretrained("facebook/llama-2-70b-chat-hf")7 8def chat(message, history):9    # Encode the message and history10    encoded_inputs = tokenizer(message, history, return_tensors="pt")11 12    # Generate a response13    response = model.generate(**encoded_inputs)14 15    # Decode the response16    response = tokenizer.decode(response, skip_special_tokens=True)17 18    return response19 20gr.ChatInterface(fn=chat).launch()