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: all-mpnet-base-v2-20240102
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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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# all-mpnet-base-v2-20240102
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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: 0.1930
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- F1: 0.7429
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- Roc Auc: 0.8143
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- Accuracy: 0.6406
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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: 11
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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 | 109 | 0.3929 | 0.0 | 0.5 | 0.0 |
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| No log | 2.0 | 218 | 0.3159 | 0.0 | 0.5 | 0.0 |
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| No log | 3.0 | 327 | 0.2721 | 0.5170 | 0.6766 | 0.3564 |
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| No log | 4.0 | 436 | 0.2410 | 0.6267 | 0.7382 | 0.4854 |
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| 0.3349 | 5.0 | 545 | 0.2238 | 0.6389 | 0.7415 | 0.4889 |
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| 0.3349 | 6.0 | 654 | 0.2115 | 0.6564 | 0.7538 | 0.5156 |
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| 0.3349 | 7.0 | 763 | 0.2005 | 0.6985 | 0.7824 | 0.5749 |
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| 0.3349 | 8.0 | 872 | 0.1930 | 0.7429 | 0.8143 | 0.6406 |
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| 0.3349 | 9.0 | 981 | 0.1903 | 0.7413 | 0.8161 | 0.6461 |
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| 0.1716 | 10.0 | 1090 | 0.1879 | 0.7379 | 0.8170 | 0.6500 |
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| 0.1716 | 11.0 | 1199 | 0.1879 | 0.7359 | 0.8141 | 0.6431 |
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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/Jan02_19-19-30_9659d4f1569a/events.out.tfevents.1704223518.9659d4f1569a.4428.3
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tokenizer.json
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