nhantruongcse
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End of training
Browse files
README.md
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---
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license: mit
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base_model: VietAI/vit5-base
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: mymodel_base_60k_normal
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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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# mymodel_base_60k_normal
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This model is a fine-tuned version of [VietAI/vit5-base](https://huggingface.co/VietAI/vit5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.7929
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- Rouge1: 0.4579
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- Rouge2: 0.2234
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- Rougel: 0.3299
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- Rougelsum: 0.3298
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- Gen Len: 18.9966
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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: 0.0002
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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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: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| 2.0728 | 1.0 | 3125 | 1.9253 | 0.4466 | 0.2094 | 0.3195 | 0.3195 | 18.9946 |
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| 1.7118 | 2.0 | 6250 | 1.8045 | 0.4536 | 0.2165 | 0.3247 | 0.3246 | 18.9975 |
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| 1.3719 | 3.0 | 9375 | 1.7929 | 0.4579 | 0.2234 | 0.3299 | 0.3298 | 18.9966 |
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### Framework versions
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- Transformers 4.36.0.dev0
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- Pytorch 2.1.0+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.36.0.dev0"
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}
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model.safetensors
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runs/Dec09_11-49-07_b62083960794/events.out.tfevents.1702122548.b62083960794.5595.0
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