huuquyet/vinai-translate-vi2en-v2
By huuquyet · ↓ 6 · ♥ 0 · Updated 2024-04-22
What's in this repo
This page lists the files in huuquyet/vinai-translate-vi2en-v2, 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/vinai/vinai-translate-vi2en-v2 with ONNX weights to be compatible with Transformers.js.
Please check out this demo using the model:
A Vietnamese-English Neural Machine Translation System
Our pre-trained VinAI Translate models are state-of-the-art text translation models for Vietnamese-to-English and English-to-Vietnamese, respectively. The general architecture and experimental results of VinAI Translate can be found in our paper:
@inproceedings{vinaitranslate,
title = {{A Vietnamese-English Neural Machine Translation System}},
author = {Thien Hai Nguyen and
Tuan-Duy H. Nguyen and
Duy Phung and
Duy Tran-Cong Nguyen and
Hieu Minh Tran and
Manh Luong and
Tin Duy Vo and
Hung Hai Bui and
Dinh Phung and
Dat Quoc Nguyen},
booktitle = {Proceedings of the 23rd Annual Conference of the International Speech Communication Association: Show and Tell (INTERSPEECH)},
year = {2022}
}
Please CITE our paper whenever the pre-trained models or the system are used to help produce published results or incorporated into other software. For further information or requests, please go to VinAI Translate's homepage!
Model info
Created: 2024-04-20
Updated: 2024-04-22
View on Hugging Face