varun-v-rao 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-large
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: t5-large-snli
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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-large-snli
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+
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+ This model is a fine-tuned version of [t5-large](https://huggingface.co/t5-large) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2087
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+ - Accuracy: 0.809
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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: 128
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+ - eval_batch_size: 128
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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: 3
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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 | Accuracy |
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+ |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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+ | 0.0943 | 1.0 | 4292 | 0.0741 | 0.9229 |
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+ | 0.082 | 2.0 | 8584 | 0.0722 | 0.9265 |
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+ | 0.0767 | 3.0 | 12876 | 0.0717 | 0.9280 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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": "4.35.2"
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+ }
runs/Jan21_19-32-52_gl1502.arc-ts.umich.edu/events.out.tfevents.1705900016.gl1502.arc-ts.umich.edu.2318126.1 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 1380