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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: Open in Spaces

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

translation transformers.js
transformers.js onnx mbart text2text-generation translation vi en license:wtfpl region:us
↓ 6 ♥ 0

Created: 2024-04-20

Updated: 2024-04-22

View on Hugging Face

Files (17)

.gitattributes
README.md
config.json
generation_config.json
onnx/decoder_model.onnx ONNX
onnx/decoder_model_merged.onnx ONNX
onnx/decoder_model_quantized.onnx ONNX
onnx/decoder_with_past_model.onnx ONNX
onnx/decoder_with_past_model_quantized.onnx ONNX
onnx/encoder_model.onnx ONNX
onnx/encoder_model_quantized.onnx ONNX
quantize_config.json
sentencepiece.bpe.model
special_tokens_map.json
tokenizer.json
tokenizer_config.json

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