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import torch | |
import gradio as gr | |
from transformers import AutoTokenizer, OPTForCausalLM | |
tokenizer = AutoTokenizer.from_pretrained("facebook/galactica-125m") | |
model = OPTForCausalLM.from_pretrained("facebook/galactica-125m",cache_dir='${PWD}/cache',offload_folder='${PWD}/offload/') | |
def process_text(text): | |
input_ids = tokenizer(text, return_tensors="pt").input_ids | |
outputs = model.generate(input_ids) | |
return tokenizer.decode(outputs[0]) | |
input_text = gr.inputs.Textbox(placeholder='Enter text to process') | |
output_text = gr.outputs.Textbox() | |
interface = gr.Interface(process_text, input_text, output_text, title="Text Processing Demo") | |
interface.launch() |