Spaces:
Build error
Build error
Update app.py
Browse files
app.py
CHANGED
|
@@ -2,7 +2,6 @@ import gradio as gr
|
|
| 2 |
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, pipeline
|
| 3 |
|
| 4 |
# Load the translation model and tokenizer from Hugging Face
|
| 5 |
-
# Here, we use the "Helsinki-NLP" translation models
|
| 6 |
model_name = "Helsinki-NLP/opus-mt-en-fr" # Example model for English to French
|
| 7 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 8 |
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
|
|
@@ -15,34 +14,23 @@ def translate_text(text, target_language):
|
|
| 15 |
translation = translator(text)[0]['translation_text']
|
| 16 |
return translation
|
| 17 |
|
| 18 |
-
#
|
| 19 |
languages = {
|
| 20 |
-
"en": "English",
|
| 21 |
-
"es": "Spanish",
|
| 22 |
"fr": "French",
|
|
|
|
| 23 |
"de": "German",
|
| 24 |
-
"zh": "Chinese (Mandarin)",
|
| 25 |
-
"ja": "Japanese",
|
| 26 |
-
"ko": "Korean",
|
| 27 |
"it": "Italian",
|
| 28 |
-
"
|
| 29 |
-
"ru": "Russian",
|
| 30 |
-
"hi": "Hindi",
|
| 31 |
-
"ar": "Arabic",
|
| 32 |
-
"nl": "Dutch",
|
| 33 |
-
"tr": "Turkish",
|
| 34 |
-
"el": "Greek",
|
| 35 |
-
"ur": "Urdu"
|
| 36 |
}
|
| 37 |
|
| 38 |
-
|
| 39 |
iface = gr.Interface(
|
| 40 |
fn=translate_text,
|
| 41 |
inputs=[
|
| 42 |
-
gr.
|
| 43 |
-
gr.
|
| 44 |
],
|
| 45 |
-
outputs="
|
| 46 |
live=True,
|
| 47 |
title="Text Translator",
|
| 48 |
description="Translate text into multiple languages using Hugging Face models."
|
|
|
|
| 2 |
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, pipeline
|
| 3 |
|
| 4 |
# Load the translation model and tokenizer from Hugging Face
|
|
|
|
| 5 |
model_name = "Helsinki-NLP/opus-mt-en-fr" # Example model for English to French
|
| 6 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 7 |
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
|
|
|
|
| 14 |
translation = translator(text)[0]['translation_text']
|
| 15 |
return translation
|
| 16 |
|
| 17 |
+
# Define available languages
|
| 18 |
languages = {
|
|
|
|
|
|
|
| 19 |
"fr": "French",
|
| 20 |
+
"es": "Spanish",
|
| 21 |
"de": "German",
|
|
|
|
|
|
|
|
|
|
| 22 |
"it": "Italian",
|
| 23 |
+
"ru": "Russian"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
}
|
| 25 |
|
| 26 |
+
# Set up the Gradio interface
|
| 27 |
iface = gr.Interface(
|
| 28 |
fn=translate_text,
|
| 29 |
inputs=[
|
| 30 |
+
gr.Textbox(label="Enter text to translate"),
|
| 31 |
+
gr.Dropdown(list(languages.keys()), label="Target Language", type="value")
|
| 32 |
],
|
| 33 |
+
outputs=gr.Textbox(label="Translation"),
|
| 34 |
live=True,
|
| 35 |
title="Text Translator",
|
| 36 |
description="Translate text into multiple languages using Hugging Face models."
|