android-API / app.py
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import gradio as gr
from transformers import pipeline
MODEL_ID = "hasmar03/mt5_id2md"
pipe = pipeline(
"text2text-generation",
model=MODEL_ID,
tokenizer=MODEL_ID,
device=-1 # CPU
)
def translate(direction, text, max_new_tokens=64):
if not text.strip():
return ""
prompt = f"translate {direction}: {text}"
out = pipe(prompt, num_beams=4, do_sample=False, max_new_tokens=int(max_new_tokens))[0]["generated_text"]
return out
with gr.Blocks() as demo:
gr.Markdown("# mT5 id↔md Translator (HF Space API)")
direction = gr.Dropdown(["id2md", "md2id"], value="id2md", label="Arah")
inp = gr.Textbox(label="Teks sumber", lines=3)
max_tok = gr.Slider(16, 128, value=64, step=1, label="max_new_tokens")
out = gr.Textbox(label="Terjemahan", lines=3)
btn = gr.Button("Terjemahkan")
btn.click(translate, [direction, inp, max_tok], [out], api_name="translate")
gr.Examples([["id2md","ia terus pulang begitu saja",64],
["md2id","tarrus i pole tia",64]], [direction, inp, max_tok])
if __name__ == "__main__":
demo.launch()