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README.md
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model-index:
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- name: cantonese-chinese-translation-gen1
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results: []
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---
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should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [fnlp/bart-base-chinese](https://huggingface.co/fnlp/bart-base-chinese) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.5413
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- Bleu: 40.7808
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## Model description
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## Intended uses & limitations
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## Training and evaluation data
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- Transformers 4.28.1
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- Pytorch 2.3.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.13.3
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model-index:
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- name: cantonese-chinese-translation-gen1
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results: []
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datasets:
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- raptorkwok/cantonese-chinese-dataset-gen2
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# Cantonese-Written Chinese Translation Model
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This model is a fine-tuned version of [fnlp/bart-base-chinese](https://huggingface.co/fnlp/bart-base-chinese) on [Cantonese-Written Chinese Dataset Gen2](https://huggingface.co/raptorkwok/cantonese-chinese-dataset-gen2).
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It achieves the following results on the evaluation set:
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- Loss: 1.5413
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- Bleu: 40.7808
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## Model description
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The model is based on BART Chinese model, trained on 1M Cantonese-Written Chinese Parallel Corpus data.
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## Intended uses & limitations
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Its intended use is to translate Cantonese sentences to Written Chinese accurately.
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## Training and evaluation data
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Training and evaluation data is provided by the [Cantonese-Written Chinese Dataset Gen2](https://huggingface.co/raptorkwok/cantonese-chinese-dataset-gen2).
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## Training procedure
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The training was performed using `Seq2SeqTrainer`.
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### Training hyperparameters
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The following hyperparameters were used during training:
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- Transformers 4.28.1
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- Pytorch 2.3.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.13.3
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