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update model card README.md
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README.md
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---
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license: apache-2.0
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base_model: allenai/longformer-base-4096
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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: mrr_class_test_07_08
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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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# mrr_class_test_07_08
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This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4431
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- Accuracy: 0.9452
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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: 1
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- eval_batch_size: 1
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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: 5
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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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| 1.0174 | 1.0 | 9690 | 0.9076 | 0.8586 |
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| 0.631 | 2.0 | 19380 | 0.6219 | 0.8982 |
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| 0.3953 | 3.0 | 29070 | 0.5143 | 0.9282 |
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| 0.2039 | 4.0 | 38760 | 0.4250 | 0.9424 |
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| 0.0963 | 5.0 | 48450 | 0.4431 | 0.9452 |
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### Framework versions
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- Transformers 4.32.0.dev0
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- Pytorch 2.0.1+cu117
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- Datasets 2.13.1
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- Tokenizers 0.13.3
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