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 # sparkastML NMT
 
+A set of models that aims to offer best open-source machine translation, based on the [OpenNMT](https://opennmt.net/).
+
 ## News
 
-sparkastML's first translation model is now available!
+sparkastML's translation model is now updated!
 
 ### Details
 
+- **Source Language:** Chinese (Simplified)
+- **Target Language:** English
+- **Training Time:** Totally 11.3 hours, 46,500 steps (~1×10¹⁸ FLOPs)
+- **Training Device:**
+  - RTX 3080 (20GB): 0-20,000 steps
+  - RTX 4070: 20,000-46,500 steps
+- **Corpus Size:** Over 10 million sentences
+- **Validation BLEU Score:** 21.28
+- **Validation Loss (Cross Entropy):** 3.152
+
+### Model Download
+
+Avaliable soon.
+
+### Special thanks
+
+[yumechi](https://github.com/eternal-flame-AD/) for sponsoring an RTX 4070 for training.
+
+## History
+
+### Sep 19, 2024
+
+sparkastML's translation model is now updated!
+
+#### Details
+
 - **Source Language:** Chinese (Simplified)
 - **Target Language:** English
 - **Training Time:** 5 hours, 20,000 steps
 - **Training Device:** RTX 3080 (20GB)
 - **Corpus Size:** Over 10 million sentences
 - **Validation BLEU Score:** 17
+- **Version:** 1.0
 
-### Model Download
+#### Model Download
 
 - **Google Drive:** [Download from Google Drive](https://drive.google.com/drive/folders/1-q_AKfQENW-pV6uAleUHPE9ghddfNWKF)
 - **IPFS:** [Download from IPFS](http://ipfs.a2x.pub/ipfs/QmUMadzkBwvH5KTpoxfv7TgqzaPpqBzkXtkecV9TXPfZ3F/)