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End of training
Browse files- README.md +66 -0
- pytorch_model.bin +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: QA_REFINED_DATA_WITH_RANDOM_DATA_20K_14-08
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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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# QA_REFINED_DATA_WITH_RANDOM_DATA_20K_14-08
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This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7704
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:------:|:---------------:|
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| 0.7267 | 1.0 | 15398 | 0.5604 |
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| 0.6038 | 2.0 | 30796 | 0.6891 |
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| 0.5527 | 3.0 | 46194 | 0.6547 |
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| 0.4525 | 4.0 | 61592 | 0.6302 |
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| 0.4608 | 5.0 | 76990 | 0.6090 |
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| 0.4536 | 6.0 | 92388 | 0.7022 |
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| 0.3907 | 7.0 | 107786 | 0.6366 |
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| 0.3655 | 8.0 | 123184 | 0.6277 |
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| 0.27 | 9.0 | 138582 | 0.7366 |
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| 0.2742 | 10.0 | 153980 | 0.7704 |
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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 2.14.4
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- Tokenizers 0.13.3
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
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size 496294633
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version https://git-lfs.github.com/spec/v1
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size 496294633
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