varun-v-rao
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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: 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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<!-- 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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# t5-large-snli
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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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## 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: 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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### Training results
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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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### Framework versions
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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
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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": "4.35.2"
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}
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:04de09575c8ba533dac03aef55319f1b40a4be85e58fc91e91d31a613e47b902
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size 1380
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