chamdentimem
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Training complete
Browse files- README.md +59 -0
- generation_config.json +8 -0
- model.safetensors +1 -1
README.md
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---
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base_model: vinai/bartpho-syllable
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tags:
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- text2text-generation
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- generated_from_trainer
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model-index:
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- name: vietnamese-correction-nlp
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# vietnamese-correction-nlp
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This model is a fine-tuned version of [vinai/bartpho-syllable](https://huggingface.co/vinai/bartpho-syllable) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.2181
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- eval_sacrebleu: 26.2371
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- eval_runtime: 781.5801
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- eval_samples_per_second: 8.956
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- eval_steps_per_second: 2.239
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- epoch: 1.3333
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- step: 5000
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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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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- learning_rate: 1e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 5
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.40.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"pad_token_id": 1,
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"transformers_version": "4.40.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 1583480280
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version https://git-lfs.github.com/spec/v1
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oid sha256:efdcffd4c96752cbed1cff4a9b82f49045dce6fffad5cb677c5bcddd3deace83
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size 1583480280
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