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import os
import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
hf_token = os.getenv("HF_TOKEN")
tokenizer = AutoTokenizer.from_pretrained(model_name, use_auth_token=hf_token)
model_name = "jimy26/Chatbot"
model = AutoModelForCausalLM.from_pretrained(
model_name,
device_map="auto",
torch_dtype=torch.float16,
use_auth_token=hf_token
)
def chat(prompt):
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=100)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
gr.Interface(fn=chat, inputs="text", outputs="text").launch()
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