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End of training

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  1. README.md +75 -0
  2. generation_config.json +6 -0
README.md ADDED
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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-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: google-t5-small-billsum
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+ results: []
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+ ---
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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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+
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+ # google-t5-small-billsum
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+
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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: 2.3195
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+ - Rouge1: 0.205
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+ - Rouge2: 0.0994
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+ - Rougel: 0.1708
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+ - Rougelsum: 0.1704
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+ - Gen Len: 20.0
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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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 | 62 | 2.7672 | 0.139 | 0.0457 | 0.114 | 0.1141 | 20.0 |
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+ | No log | 2.0 | 124 | 2.5470 | 0.148 | 0.0535 | 0.121 | 0.1209 | 20.0 |
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+ | No log | 3.0 | 186 | 2.4587 | 0.16 | 0.0645 | 0.1316 | 0.1311 | 20.0 |
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+ | No log | 4.0 | 248 | 2.4068 | 0.1849 | 0.0833 | 0.1541 | 0.1541 | 20.0 |
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+ | No log | 5.0 | 310 | 2.3747 | 0.1994 | 0.0945 | 0.1666 | 0.1663 | 20.0 |
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+ | No log | 6.0 | 372 | 2.3537 | 0.2032 | 0.0976 | 0.1686 | 0.1683 | 20.0 |
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+ | No log | 7.0 | 434 | 2.3364 | 0.203 | 0.0973 | 0.1694 | 0.169 | 20.0 |
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+ | No log | 8.0 | 496 | 2.3259 | 0.2045 | 0.0984 | 0.1704 | 0.1701 | 20.0 |
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+ | 2.7564 | 9.0 | 558 | 2.3217 | 0.2052 | 0.0997 | 0.1709 | 0.1704 | 20.0 |
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+ | 2.7564 | 10.0 | 620 | 2.3195 | 0.205 | 0.0994 | 0.1708 | 0.1704 | 20.0 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.55.4
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+ - Pytorch 2.8.0+cu126
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+ - Datasets 4.0.0
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+ - Tokenizers 0.21.4
generation_config.json ADDED
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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": "4.55.4"
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+ }