File size: 734 Bytes
54edcb0 59bac52 54edcb0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 |
import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
# Загрузка модели и токенизатора
model_name = "meta-llama/Llama-2-7b-hf"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def generate_response(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=2000, temperature=0.6)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
return response
iface = gr.Interface(
fn=generate_response,
inputs="textbox",
outputs="textbox",
title="LLaMA 2 Chatbot",
description="Ask questions to the LLaMA 2 model"
)
iface.launch() |