update readme

README.md

@@ -10,6 +10,53 @@ datasets:
 co2_eq_emissions:
   emissions: 86.90578464498235
 ---
+# French to English Text Translation with Transformers
+
+This code allows you to translate French text into English using the `ybanas/autotrain-fr-en-translate-51410121895` model from the Transformers library. To use this code, follow the steps below:
+
+```python
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+# Load the tokenizer and the model
+tokenizer = AutoTokenizer.from_pretrained("ybanas/autotrain-fr-en-translate-51410121895")
+model = AutoModelForSeq2SeqLM.from_pretrained("ybanas/autotrain-fr-en-translate-51410121895")
+
+def translate_text(french_text: str) -> str:
+    """
+    Translate French text to English using the ybanas/autotrain-fr-en-translate-51410121895 model.
+    
+    Args:
+        french_text (str): French text to translate.
+        
+    Returns:
+        str: Translated English text.
+    """
+    # Tokenize the French text
+    inputs = tokenizer(french_text, return_tensors="pt", padding=True, truncation=True)
+
+    # Generate the English translation
+    outputs = model.generate(**inputs)
+
+    # Decode the English translation
+    english_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+    return english_text
+
+if __name__ == "__main__":
+    french_text = "Les enfants aiment profiter des beaux jours"
+    english_text = translate_text(french_text)
+    print("French text:", french_text)
+    print("Translated English text:", english_text)
+```
+
+## Usage
+
+1. Install the Transformers library by running `pip install transformers`.
+2. Copy the code above into a `.py` file, for example `translation.py`.
+3. Replace the value of the `french_text` variable with the French text you want to translate.
+4. Run the script with `python translation.py`. The translated English text will be displayed on the screen.
+
+This script uses the `ybanas/autotrain-fr-en-translate-51410121895` model to translate French text into English. The model is loaded using the `AutoTokenizer` and `AutoModelForSeq2SeqLM` classes from the Transformers library. The `translate_text` function takes a French text as input and returns its translation in English.
 
 # Model Trained Using AutoTrain