End of training
Browse files- README.md +65 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: google/mt5-small
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tags:
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- generated_from_trainer
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model-index:
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- name: lr_3e-06_batch_4_epoch_3_model
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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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# lr_3e-06_batch_4_epoch_3_model
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.2864
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- Rouge-1: 17.4487
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- Rouge-2: 5.3286
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- Rouge-l: 15.6611
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- Gen Len: 17.1136
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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: 3e-06
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- train_batch_size: 8
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- eval_batch_size: 8
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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 | Rouge-1 | Rouge-2 | Rouge-l | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|
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| 6.8135 | 1.0 | 2714 | 4.6911 | 15.0067 | 4.0769 | 13.5509 | 18.9416 |
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| 5.8576 | 2.0 | 5428 | 4.3847 | 17.1486 | 5.1142 | 15.3434 | 17.8007 |
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| 5.7513 | 3.0 | 8142 | 4.2864 | 17.4487 | 5.3286 | 15.6611 | 17.1136 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.1.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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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": "4.44.2"
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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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-
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size 1200729512
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version https://git-lfs.github.com/spec/v1
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size 1200729512
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