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from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
import gradio as gr
model = AutoModelForCausalLM.from_pretrained("atsnetwork/my-custom-tinyllama-chatbot")
tokenizer = AutoTokenizer.from_pretrained("atsnetwork/my-custom-tinyllama-chatbot")
def generate_response(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=100)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
iface = gr.Interface(fn=generate_response, inputs="text", outputs="text")
iface.launch() |