Model save
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README.md
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---
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base_model: Kevinger/setfit-hub-report
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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-Repoop-1706132005
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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-Repoop-1706132005
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This model is a fine-tuned version of [Kevinger/setfit-hub-report](https://huggingface.co/Kevinger/setfit-hub-report) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1718
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- F1: 0.7750
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- Roc Auc: 0.8654
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- Accuracy: 0.7595
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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 | 277 | 0.3053 | 0.0 | 0.5 | 0.0 |
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| 0.3561 | 2.0 | 554 | 0.2275 | 0.5792 | 0.7105 | 0.4283 |
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| 0.3561 | 3.0 | 831 | 0.1904 | 0.7453 | 0.8270 | 0.6730 |
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| 0.2037 | 4.0 | 1108 | 0.1791 | 0.7602 | 0.8498 | 0.7257 |
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| 0.2037 | 5.0 | 1385 | 0.1724 | 0.7614 | 0.8556 | 0.7405 |
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| 0.144 | 6.0 | 1662 | 0.1733 | 0.7557 | 0.8546 | 0.7405 |
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| 0.144 | 7.0 | 1939 | 0.1718 | 0.7750 | 0.8654 | 0.7595 |
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| 0.1093 | 8.0 | 2216 | 0.1805 | 0.7605 | 0.8579 | 0.7468 |
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| 0.1093 | 9.0 | 2493 | 0.1842 | 0.7484 | 0.8508 | 0.7342 |
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| 0.0872 | 10.0 | 2770 | 0.1817 | 0.7597 | 0.8577 | 0.7447 |
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| 0.0748 | 11.0 | 3047 | 0.1824 | 0.7561 | 0.8579 | 0.7468 |
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| 0.0748 | 12.0 | 3324 | 0.1826 | 0.7663 | 0.8630 | 0.7553 |
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| 0.0674 | 13.0 | 3601 | 0.1844 | 0.7594 | 0.8585 | 0.7489 |
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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 0.15.1
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model.safetensors
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runs/Jan24_21-33-33_fa6cdd9e7bef/events.out.tfevents.1706132597.fa6cdd9e7bef.11638.1
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tokenizer.json
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{
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