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Browse files- README.md +63 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: bert-base-cased
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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: bert-base-cased-finetuned-squad-bs_16
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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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# bert-base-cased-finetuned-squad-bs_16
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the squad dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3851
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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: 16
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- eval_batch_size: 16
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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 |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 1.0302 | 1.0 | 5546 | 1.0026 |
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| 0.7716 | 2.0 | 11092 | 0.9711 |
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| 0.5512 | 3.0 | 16638 | 1.1097 |
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| 0.3971 | 4.0 | 22184 | 1.2117 |
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| 0.2999 | 5.0 | 27730 | 1.3851 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 1.12.1
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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pytorch_model.bin
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