End of training
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README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: answerdotai/ModernBERT-base
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tags:
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- generated_from_trainer
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metrics:
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- pearsonr
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- spearmanr
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model-index:
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- name: ModernBERT-ft-stsb
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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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# ModernBERT-ft-stsb
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This model is a fine-tuned version of [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4316
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- Pearsonr: 0.8992
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- Spearmanr: 0.8980
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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: 8e-05
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- train_batch_size: 128
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- eval_batch_size: 128
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.98) and epsilon=1e-06 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Pearsonr | Spearmanr |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|
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| 1.1095 | 1.0 | 45 | 0.5094 | 0.8845 | 0.8844 |
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| 0.35 | 2.0 | 90 | 0.4679 | 0.8957 | 0.8935 |
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| 0.1817 | 3.0 | 135 | 0.4329 | 0.8997 | 0.8984 |
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| 0.0921 | 4.0 | 180 | 0.4316 | 0.8992 | 0.8980 |
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### Framework versions
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- Transformers 4.48.0.dev0
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- Pytorch 2.5.1+cu121
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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model.safetensors
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