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Portuguese-English Translation Model
This model translates text from Portuguese to English using a transformer-based architecture.
Model Information
- Language Pair: Portuguese -> English
- Model Type: Transformer
- Model Dimensions: 512
- Attention Heads: 8
- Encoder/Decoder Layers: 2
- Framework: TensorFlow
Usage Example
# Example code for loading and using the model
from tensorflow import keras
import tensorflow as tf
# Load the model
model = keras.models.load_model("model.keras")
# Prepare tokenizers (you'll need the tokenizer files as well)
# ... tokenization code here ...
# Translate
# ... translation code here ...
Training
The model was trained on parallel Portuguese-English corpora.
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