Create app.py

app.py

@@ -0,0 +1,97 @@
+import gradio as gr
+from transformers import pipeline
+from typing import Union, List
+
+class BambaraTranslator:
+    def __init__(self, model_name: str = "sudoping01/nllb-bambara-v2"):
+        self.translator = pipeline(
+            "translation",
+            model=model_name,
+            max_length=512,
+            truncation=True 
+            device=-1  # Force CPU
+        )
+        self.flores_codes = {
+            "French": "fra_Latn",
+            "English": "eng_Latn",
+            "Bambara": "bam_Latn"
+        }
+
+    def translate(self, text: Union[str, List[str]], src_lang: str, tgt_lang: str) -> Union[str, List[str]]:
+        source_lang = self.flores_codes[src_lang]
+        target_lang = self.flores_codes[tgt_lang]
+        if isinstance(text, str):
+            translation = self.translator(text, src_lang=source_lang, tgt_lang=target_lang)
+            return str(translation[0]['translation_text'])
+        translations = self.translator(text, src_lang=source_lang, tgt_lang=target_lang)
+        return [str(t['translation_text']) for t in translations]
+
+# Initialize translator
+translator = BambaraTranslator()
+
+# Three examples (Bambara, French, English)
+examples = [
+    "An filɛ ni ye yɔrɔ minna ni an ye an sigi ka a layɛ yala an bɛ ka baara min kɛ ɛsike a kɛlen don ka Ɲɛ wa ? Bɛɛ ka kan ka i jɔyɔrɔ fa walasa an ka se ka taa Ɲɛ",
+    "Le Mali est un pays riche en culture mais confronté à de nombreux défis.",
+    "The sun rises every morning to bring light to the world."
+]
+
+def translate_text(src_lang, tgt_lang, text):
+    if not text.strip():
+        return "Please enter text to translate."
+    if src_lang == tgt_lang:
+        return "Source and target languages must be different."
+    try:
+        result = translator.translate(text, src_lang, tgt_lang)
+        return result
+    except Exception as e:
+        return f"Error: {str(e)}"
+
+with gr.Blocks(title="Bambara Translator") as demo:
+    gr.Markdown(
+        """
+        # 🇲🇱 Bambara Translator
+
+        Translate between Bambara, French, and English instantly.
+
+
+        ## How to Use
+        1. Pick source and target languages
+        2. Enter text or select an example
+        3. Click "Translate" to see the result
+        """
+    )
+    
+    with gr.Row():
+        src_lang = gr.Dropdown(choices=["Bambara", "French", "English"], label="Source Language", value="Bambara")
+        tgt_lang = gr.Dropdown(choices=["Bambara", "French", "English"], label="Target Language", value="French")
+        with gr.Column():
+            text_input = gr.Textbox(label="Input Text", lines=5, placeholder="Type your text here...")
+            example_dropdown = gr.Dropdown(
+                choices=examples,
+                label="Examples",
+                value=examples[0]
+            )
+    
+    translate_btn = gr.Button("Translate", variant="primary")
+    output = gr.Textbox(label="Translation", lines=3)
+    
+    gr.Markdown(
+        """
+        By [sudoping01](https://huggingface.co/sudoping01), from [sudoping01/nllb-bambara-v2](https://huggingface.co/sudoping01/nllb-bambara-v2). Fine-tuned on Meta’s NLLB, CC BY-NC 4.0, non-commercial.
+        """
+    )
+    
+    # Connect functions
+    translate_btn.click(
+        fn=translate_text,
+        inputs=[src_lang, tgt_lang, text_input],
+        outputs=output
+    )
+    example_dropdown.change(
+        fn=lambda x: x,
+        inputs=example_dropdown,
+        outputs=text_input
+    )
+
+demo.launch()