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| import gradio as gr | |
| from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline | |
| model_name = "tiiuae/falcon-rw-1b" | |
| tokenizer = AutoTokenizer.from_pretrained(model_name) | |
| model = AutoModelForCausalLM.from_pretrained(model_name) | |
| pipe = pipeline("text-generation", model=model, tokenizer=tokenizer) | |
| def chat(user_input): | |
| response = pipe(user_input, max_new_tokens=100, do_sample=True, temperature=0.7)[0]["generated_text"] | |
| reply = response[len(user_input):].strip() | |
| return reply | |
| gr.Interface(fn=chat, inputs="text", outputs="text", title="Falcon 1B Chatbot", description="Ask me anything!").launch() | |