Swarnava commited on
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End of training

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: 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: T5_small_title
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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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+ # T5_small_title
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+
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+ This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.4558
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+ - Rouge1: 0.316
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+ - Rouge2: 0.1498
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+ - Rougel: 0.2735
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+ - Rougelsum: 0.2728
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+ - Gen Len: 16.495
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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: 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: 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 | 100 | 2.8637 | 0.2464 | 0.093 | 0.207 | 0.2066 | 18.87 |
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+ | No log | 2.0 | 200 | 2.6086 | 0.2702 | 0.1142 | 0.2303 | 0.2299 | 18.475 |
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+ | No log | 3.0 | 300 | 2.5391 | 0.2943 | 0.1373 | 0.2572 | 0.2565 | 17.44 |
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+ | No log | 4.0 | 400 | 2.5082 | 0.2997 | 0.1421 | 0.2636 | 0.2629 | 17.02 |
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+ | 2.8756 | 5.0 | 500 | 2.4853 | 0.3111 | 0.145 | 0.271 | 0.2701 | 16.755 |
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+ | 2.8756 | 6.0 | 600 | 2.4729 | 0.3165 | 0.1501 | 0.2753 | 0.2745 | 16.555 |
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+ | 2.8756 | 7.0 | 700 | 2.4635 | 0.3215 | 0.1533 | 0.2771 | 0.2768 | 16.51 |
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+ | 2.8756 | 8.0 | 800 | 2.4601 | 0.3224 | 0.154 | 0.2773 | 0.2776 | 16.38 |
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+ | 2.8756 | 9.0 | 900 | 2.4569 | 0.3167 | 0.1505 | 0.274 | 0.2733 | 16.495 |
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+ | 2.5758 | 10.0 | 1000 | 2.4558 | 0.316 | 0.1498 | 0.2735 | 0.2728 | 16.495 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.17.0
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+ - Tokenizers 0.15.2
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+ "decoder_start_token_id": 0,
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+ "transformers_version": "4.37.2"
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+ }
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