End of training
Browse files- README.md +67 -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_5e-05_batch_4_epoch_5_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_5e-05_batch_4_epoch_5_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: 3.2724
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- Rouge-1: 24.1093
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- Rouge-2: 8.8384
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- Rouge-l: 21.5273
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- Gen Len: 17.7932
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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: 5e-05
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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: 5
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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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| 4.1453 | 1.0 | 2714 | 3.5455 | 21.4499 | 7.2857 | 19.3311 | 17.0664 |
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| 3.8393 | 2.0 | 5428 | 3.3963 | 22.7766 | 8.0331 | 20.3856 | 17.5091 |
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| 3.7745 | 3.0 | 8142 | 3.3187 | 23.6238 | 8.5224 | 21.0729 | 17.4938 |
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| 3.6659 | 4.0 | 10856 | 3.2879 | 24.164 | 8.8808 | 21.5366 | 17.5777 |
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| 3.5614 | 5.0 | 13570 | 3.2724 | 24.1093 | 8.8384 | 21.5273 | 17.7932 |
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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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