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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: t5-3b
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - squad
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+ model-index:
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+ - name: t5_3b_epoch_10
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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_3b_epoch_10
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+
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+ This model is a fine-tuned version of [t5-3b](https://huggingface.co/t5-3b) on the squad dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.5926
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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: 0.0001
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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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+ - gradient_accumulation_steps: 32
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+ - total_train_batch_size: 256
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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: 10.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.147 | 1.0 | 342 | 1.0960 |
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+ | 0.9928 | 2.0 | 684 | 1.1021 |
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+ | 0.861 | 3.0 | 1026 | 1.1422 |
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+ | 0.7545 | 4.0 | 1368 | 1.2032 |
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+ | 0.6504 | 5.0 | 1710 | 1.2719 |
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+ | 0.5708 | 6.0 | 2053 | 1.3405 |
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+ | 0.5077 | 7.0 | 2395 | 1.4169 |
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+ | 0.452 | 8.0 | 2737 | 1.4925 |
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+ | 0.4063 | 9.0 | 3079 | 1.5488 |
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+ | 0.3863 | 9.99 | 3420 | 1.5926 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.32.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
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