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: bert-large-cased
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tags:
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- generated_from_trainer
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datasets:
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- RobZamp/sick
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metrics:
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- accuracy
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model-index:
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- name: bert-large-cased-fp-sick
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: sick
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type: RobZamp/sick
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config: default
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split: validation
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args: default
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.8626262626262626
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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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# bert-large-cased-fp-sick
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This model is a fine-tuned version of [bert-large-cased](https://huggingface.co/bert-large-cased) on the sick dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3773
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- Accuracy: 0.8626
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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: 64
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- eval_batch_size: 32
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- seed: 59
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 70 | 0.5329 | 0.8 |
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| No log | 2.0 | 140 | 0.3852 | 0.8667 |
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| No log | 3.0 | 210 | 0.3773 | 0.8626 |
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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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model.safetensors
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runs/Jun05_11-11-38_gl1523.arc-ts.umich.edu/events.out.tfevents.1717600305.gl1523.arc-ts.umich.edu.374121.0
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