51 lines
1.5 KiB
Markdown
51 lines
1.5 KiB
Markdown
# sparkastML NMT
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A set of models that aims to offer best open-source machine translation, based on the [OpenNMT](https://opennmt.net/).
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## News
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sparkastML's translation model is now updated!
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### Details
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- **Source Language:** Chinese (Simplified)
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- **Target Language:** English
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- **Training Time:** Totally 11.3 hours, 46,500 steps (~1×10¹⁸ FLOPs)
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- **Training Device:**
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- RTX 3080 (20GB): 0-20,000 steps
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- RTX 4070: 20,000-46,500 steps
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- **Corpus Size:** Over 10 million sentences
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- **Validation BLEU Score:** 21.28
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- **Validation Loss (Cross Entropy):** 3.152
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### Model Download
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Avaliable soon.
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### Special thanks
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[yumechi](https://github.com/eternal-flame-AD/) for sponsoring an RTX 4070 for training.
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## History
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### Sep 19, 2024
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sparkastML's translation model is now updated!
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#### Details
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- **Source Language:** Chinese (Simplified)
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- **Target Language:** English
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- **Training Time:** 5 hours, 20,000 steps
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- **Training Device:** RTX 3080 (20GB)
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- **Corpus Size:** Over 10 million sentences
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- **Validation BLEU Score:** 17
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- **Version:** 1.0
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#### Model Download
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- **Google Drive:** [Download from Google Drive](https://drive.google.com/drive/folders/1-q_AKfQENW-pV6uAleUHPE9ghddfNWKF)
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- **IPFS:** [Download from IPFS](http://ipfs.a2x.pub/ipfs/QmUMadzkBwvH5KTpoxfv7TgqzaPpqBzkXtkecV9TXPfZ3F/)
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- **CID:** `QmUMadzkBwvH5KTpoxfv7TgqzaPpqBzkXtkecV9TXPfZ3F`
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- **GitHub Release:** [Go to Release Page](https://github.com/alikia2x/sparkastML/releases/tag/v2-model)
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