End of training
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README.md
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---
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license: apache-2.0
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base_model: google-t5/t5-small
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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: tidy-tab-model-t5-small
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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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# tidy-tab-model-t5-small
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This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0120
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- Rouge1: 0.7424
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- Rouge2: 0.6202
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- Rougel: 0.7365
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- Rougelsum: 0.7347
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- Gen Len: 7.0385
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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: 2e-05
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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: 8
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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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| No log | 1.0 | 132 | 1.2896 | 0.6823 | 0.5884 | 0.6755 | 0.6759 | 8.9744 |
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| No log | 2.0 | 264 | 1.1210 | 0.7277 | 0.6094 | 0.7187 | 0.7176 | 7.5342 |
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| No log | 3.0 | 396 | 1.0676 | 0.7358 | 0.6136 | 0.7287 | 0.7273 | 7.3077 |
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| 1.5149 | 4.0 | 528 | 1.0409 | 0.7462 | 0.6233 | 0.7386 | 0.7367 | 7.1368 |
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| 1.5149 | 5.0 | 660 | 1.0277 | 0.7464 | 0.6233 | 0.7387 | 0.7367 | 7.1068 |
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| 1.5149 | 6.0 | 792 | 1.0186 | 0.7463 | 0.6229 | 0.7383 | 0.7362 | 7.0769 |
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| 1.5149 | 7.0 | 924 | 1.0135 | 0.7423 | 0.6202 | 0.7364 | 0.7346 | 7.0427 |
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| 1.0709 | 8.0 | 1056 | 1.0120 | 0.7424 | 0.6202 | 0.7365 | 0.7347 | 7.0385 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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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": "4.41.2"
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}
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model.safetensors
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runs/Jul09_15-41-09_c5eadc05cc54/events.out.tfevents.1720539671.c5eadc05cc54.3138.0
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size
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size 10812
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