Add Seq2Seq LSTM trained on Multi30K

README.md

@@ -7,7 +7,7 @@ language:
 library_name: pytorch
 pipeline_tag: translation
 tags:
-- pytorch
+- pytorchf
 - lstm
 - seq2seq
 - machine-translation
@@ -16,7 +16,7 @@ datasets:
 - bentrevett/multi30k
 ---
 
-# Seq2Seq RNN Translator (English -> German)
+# Seq2Seq LSTM Translator (English -> German)
 
 A PyTorch Seq2Seq Encoder-Decoder LSTM trained from scratch on the Multi30k dataset.
 
@@ -49,10 +49,10 @@ A PyTorch Seq2Seq Encoder-Decoder LSTM trained from scratch on the Multi30k data
 
 | Metric | Value |
 |------|------:|
-| Train Loss | 3.57 |
-| Validation Loss | 5.35 |
-| Test Loss | 5.20 |
-| BLEU | 2.17 |
+| Train Loss | 0.62 |
+| Validation Loss | 5.55 |
+| Test Loss | 3.79 |
+| BLEU | 14.70 |
 
 ![](en_de_lstm_loss.png)