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End of training
Browse files- README.md +68 -0
- model.safetensors +1 -1
README.md
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---
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license: cc-by-4.0
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base_model: deepset/roberta-base-squad2
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tags:
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- generated_from_trainer
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model-index:
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- name: RobertaLr3e-6Wd0.01
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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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# RobertaLr3e-6Wd0.01
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This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5351
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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: 3e-06
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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: 12
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.6116 | 1.0 | 72 | 1.2078 |
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| 1.0887 | 2.0 | 144 | 0.8972 |
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| 0.9338 | 3.0 | 216 | 0.7858 |
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| 1.0269 | 4.0 | 288 | 0.6546 |
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| 0.5574 | 5.0 | 360 | 0.6336 |
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| 0.1059 | 6.0 | 432 | 0.6094 |
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| 0.4185 | 7.0 | 504 | 0.5820 |
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| 0.5566 | 8.0 | 576 | 0.5752 |
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| 0.0529 | 9.0 | 648 | 0.5413 |
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| 0.3219 | 10.0 | 720 | 0.5369 |
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| 0.114 | 11.0 | 792 | 0.5380 |
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| 0.1692 | 12.0 | 864 | 0.5351 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.4.0
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 496250232
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version https://git-lfs.github.com/spec/v1
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size 496250232
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