huuquyet/envit5-translation
By huuquyet · ↓ 1 · ♥ 0 · Updated 2024-04-22
What's in this repo
This page lists the files in huuquyet/envit5-translation, including decoder_model.onnx, decoder_model_merged.onnx, decoder_model_merged_quantized.onnx and more.
- 8 ONNX models (.onnx files)
- 17 files, including 8 .onnx, 6 .json, 1 .md, 1 .model
- Last updated 2024-04-22
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/decoder_model.onnx | — | Download |
| onnx/decoder_model_merged.onnx | — | Download |
| onnx/decoder_model_merged_quantized.onnx | — | Download |
| onnx/decoder_model_quantized.onnx | — | Download |
| onnx/decoder_with_past_model.onnx | — | Download |
| onnx/decoder_with_past_model_quantized.onnx | — | Download |
| onnx/encoder_model.onnx | — | Download |
| onnx/encoder_model_quantized.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
https://hf.co/VietAI/envit5-translation with ONNX weights to be compatible with Transformers.js.
Please check out this demo using the model:
EnViT5 Translation
State-of-the-art English-Vietnamese and Vietnamese-English Translation models trained on MTet, PhoMT.
Results
Citation
@misc{https://doi.org/10.48550/arxiv.2210.05610,
doi = {10.48550/ARXIV.2210.05610},
author = {Ngo, Chinh and Trinh, Trieu H. and Phan, Long and Tran, Hieu and Dang, Tai and Nguyen, Hieu and Nguyen, Minh and Luong, Minh-Thang},
title = {MTet: Multi-domain Translation for English and Vietnamese},
publisher = {arXiv},
year = {2022},
}
Model info
Created: 2024-04-22
Updated: 2024-04-22
View on Hugging Face