File size: 908 Bytes
e16182d 47a1baa d0d3abc e16182d 47a1baa |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 |
from transformers import GPT2Tokenizer, GPT2LMHeadModel
import gradio as gr
model = GPT2LMHeadModel.from_pretrained("genaforvena/the_soft_scum_gospel_delerizome_machine_a_thousand_guattaris")
tokenizer = GPT2Tokenizer.from_pretrained("genaforvena/the_soft_scum_gospel_delerizome_machine_a_thousand_guattaris")
tokenizer.pad_token = tokenizer.eos_token
def generate_text(prompt):
"""Generates text using the fine-tuned model."""
inputs = tokenizer(prompt, return_tensors="pt", padding=True)
outputs = model.generate(
inputs["input_ids"],
attention_mask=inputs["attention_mask"],
max_length=150,
num_return_sequences=1,
do_sample=True,
temperature=0.8,
top_k=50,
pad_token_id=tokenizer.eos_token_id
)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
iface = gr.Interface(fn=generate_text, inputs="text", outputs="text")
iface.launch()
|