botisan-ai/mt5-translate-yue-zh

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output

This model is a fine-tuned version of google/mt5-base on dataset x-tech/cantonese-mandarin-translations.

Model description

The model translates Cantonese sentences to Mandarin.

Intended uses & limitations

When you use the model, please make sure to add translate cantonese to mandarin: <sentence> (please note the space after colon) before the text you want to translate.

Training and evaluation data

Training Dataset: x-tech/cantonese-mandarin-translations

Training procedure

Training is based on example in transformers library

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 1
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0

Training results

Since we still need to set up validation set, we do not have any training results yet.

Framework versions

• —Transformers 4.12.5
• —Pytorch 1.8.1
• —Datasets 1.15.1
• —Tokenizers 0.10.3