End of training
Browse files- README.md +76 -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: RobertaLr4.736874483017473e-06Wd0.009579411474848759E20
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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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# RobertaLr4.736874483017473e-06Wd0.009579411474848759E20
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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: 0.1592
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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: 4.736874483017473e-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: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.427 | 1.0 | 541 | 0.2540 |
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| 0.1727 | 2.0 | 1082 | 0.2023 |
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| 0.0003 | 3.0 | 1623 | 0.1707 |
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| 0.0013 | 4.0 | 2164 | 0.1500 |
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| 0.0 | 5.0 | 2705 | 0.1500 |
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| 0.0006 | 6.0 | 3246 | 0.1682 |
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| 0.0508 | 7.0 | 3787 | 0.1603 |
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| 0.0038 | 8.0 | 4328 | 0.1417 |
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| 0.7646 | 9.0 | 4869 | 0.1419 |
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| 0.0 | 10.0 | 5410 | 0.1465 |
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| 0.0001 | 11.0 | 5951 | 0.1470 |
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| 0.0027 | 12.0 | 6492 | 0.1636 |
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| 0.0 | 13.0 | 7033 | 0.1579 |
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| 0.0 | 14.0 | 7574 | 0.1606 |
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| 0.0001 | 15.0 | 8115 | 0.1647 |
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| 0.0008 | 16.0 | 8656 | 0.1574 |
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| 0.0 | 17.0 | 9197 | 0.1604 |
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| 0.0 | 18.0 | 9738 | 0.1687 |
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| 0.0 | 19.0 | 10279 | 0.1580 |
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| 0.0 | 20.0 | 10820 | 0.1592 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.5.1
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- Datasets 2.19.1
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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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-
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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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