app.py

import gradio as gr

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline

fw_modelcard = "amurienne/gallek-m2m100"
bw_modelcard = "amurienne/kellag-m2m100"

fw_model = AutoModelForSeq2SeqLM.from_pretrained(fw_modelcard)
fw_tokenizer = AutoTokenizer.from_pretrained(fw_modelcard)

fw_translation_pipeline = pipeline("translation", model=fw_model, tokenizer=fw_tokenizer, src_lang='fr', tgt_lang='br', max_length=400, device="cpu")

bw_model = AutoModelForSeq2SeqLM.from_pretrained(bw_modelcard)
bw_tokenizer = AutoTokenizer.from_pretrained(bw_modelcard)

bw_translation_pipeline = pipeline("translation", model=bw_model, tokenizer=bw_tokenizer, src_lang='br', tgt_lang='fr', max_length=400, device="cpu")

# translation function
def translate(text, direction):
    if direction == "fr_to_br":
        return fw_translation_pipeline("traduis de français en breton: " + text)[0]['translation_text']
    else:
        return bw_translation_pipeline("treiñ eus ar galleg d'ar brezhoneg: " + text)[0]['translation_text']

# function to switch translation direction
def switch_direction(direction):
    return "br_to_fr" if direction == "fr_to_br" else "fr_to_br"

# function to update labels dynamically
def update_labels(direction, input_text, output_text):
    if direction == "br_to_fr":
        return gr.Textbox(output_text, label="Breton"), gr.Textbox(input_text, label="French")
    else:
        return gr.Textbox(output_text, label="French"), gr.Textbox(input_text, label="Breton")

with gr.Blocks(theme=gr.themes.Soft()) as demo:

    gr.Markdown("# Gallek French ↔️ Breton Translation Demo\nPart of the [GweLLM](https://github.com/blackccpie/GweLLM) project")

    direction = gr.State("fr_to_br")  # default direction is French to Breton
    
    input_text = gr.Textbox(label="French")
    output_text = gr.Textbox(label="Breton")
    
    with gr.Row():
        translate_btn = gr.Button("Translate", variant='primary', scale=2)
        switch_btn = gr.Button("Switch Direction 🔃", variant='secondary', scale=1)

    # translation logic
    translate_btn.click(translate, [input_text, direction], output_text)

    # switch direction logic
    switch_btn.click(switch_direction, direction, direction).then(
        update_labels, [direction, input_text, output_text], [input_text, output_text]
    )

demo.launch()