Model save
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README.md
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---
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license: apache-2.0
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base_model: sentence-transformers/all-mpnet-base-v2
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tags:
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- generated_from_trainer
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metrics:
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- f1
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- accuracy
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model-index:
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- name: Hub-Report-1705947362
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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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# Hub-Report-1705947362
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This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1734
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- F1: 0.7779
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- Roc Auc: 0.8689
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- Accuracy: 0.7658
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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: 8
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- eval_batch_size: 8
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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: 13
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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| No log | 1.0 | 297 | 0.2953 | 0.0397 | 0.5100 | 0.0203 |
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| 0.3539 | 2.0 | 594 | 0.2267 | 0.5719 | 0.7107 | 0.4329 |
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| 0.3539 | 3.0 | 891 | 0.1932 | 0.7410 | 0.8216 | 0.6608 |
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| 0.2053 | 4.0 | 1188 | 0.1851 | 0.7363 | 0.8289 | 0.6823 |
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| 0.2053 | 5.0 | 1485 | 0.1759 | 0.7659 | 0.8560 | 0.7392 |
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| 0.1532 | 6.0 | 1782 | 0.1725 | 0.7756 | 0.8670 | 0.7633 |
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| 0.1178 | 7.0 | 2079 | 0.1734 | 0.7779 | 0.8689 | 0.7658 |
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| 0.1178 | 8.0 | 2376 | 0.1802 | 0.7587 | 0.8580 | 0.7481 |
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| 0.0964 | 9.0 | 2673 | 0.1828 | 0.7669 | 0.8649 | 0.7595 |
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| 0.0964 | 10.0 | 2970 | 0.1835 | 0.7625 | 0.8617 | 0.7532 |
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| 0.083 | 11.0 | 3267 | 0.1849 | 0.7681 | 0.8646 | 0.7595 |
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| 0.0723 | 12.0 | 3564 | 0.1886 | 0.7604 | 0.8603 | 0.7519 |
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| 0.0723 | 13.0 | 3861 | 0.1901 | 0.7606 | 0.8599 | 0.7494 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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model.safetensors
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runs/Jan22_18-16-05_17397cc17d6a/events.out.tfevents.1705949418.17397cc17d6a.2389.2
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size 508
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tokenizer.json
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