Update README.md

README.md

@@ -4,26 +4,27 @@ tags:
 - translation
 license: apache-2.0
 ---
-# Model Description
+# GRU-eng-por
 
-The GRU-eng-por model is used to translate English to Portuguese automatically.
+## Model Overview
 
-The model was trained with a traduction dataset from English to Portuguese. 
+The GRU-eng-por model is a Recurrent Neural Network (RNN) for machine translation tasks (English-Portuguese).
 
-## Details
-- Size: 42,554,912 parameters
-- Dataset: [`English-to-Portuguese`](https://www.kaggle.com/datasets/nageshsingh/englishportuguese-translation)
-- Languages: English, Portuguese
-- Number of Epochs: 15
-- Batch size: 32
-- Optimizer: rmsprop
-- Learning Rate: 0.001
-- Hardware: Tesla T4
-- This repository has the source [code used](https://github.com/Nkluge-correa/teeny-tiny_castle/blob/master/ML%20Intro%20Course/16_sequence_to_sequence.ipynb) to train this model.
+### Details
 
-## Usage
+- **Size:** 42,554,912  parameters
+- **Model type:** Recurrent neural network
+- **Optimizer**: `rmsprop`
+- **Number of Epochs:** 15
+- **Dimensionality of the embedding layer** = 256
+- **dimensionality of the feed-forward network** = 1024
+- **Hardware:** Tesla T4
+- **Emissions:** Not measured
+- **Total Energy Consumption:** Not measured
 
-```
+### How to Use
+
+```python
 !pip install huggingface_hub["tensorflow"] -q
 
 from huggingface_hub import from_pretrained_keras
@@ -154,6 +155,7 @@ Portuguese translation:
 --------------------------------------------------
 ```
 
+
 # Cite as 🤗
 ```
 @misc{teenytinycastle,