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--- |
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language: |
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- en |
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tags: |
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- generated_from_trainer |
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metrics: |
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- accuracy |
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model-index: |
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- name: bert-plus-embedderForMLM-goodwiki-deduped-split_4096-usecache |
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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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# bert-plus-embedderForMLM-goodwiki-deduped-split_4096-usecache |
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This model was trained from scratch on the BEE-spoke-data/goodwiki-deduped-split dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.9835 |
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- Accuracy: 0.6159 |
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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: 0.0001 |
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- train_batch_size: 4 |
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- eval_batch_size: 4 |
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- seed: 31010 |
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- gradient_accumulation_steps: 16 |
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- total_train_batch_size: 64 |
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_steps: 100 |
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- num_epochs: 1.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:| |
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| 2.1283 | 0.25 | 150 | 2.0892 | 0.6018 | |
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| 2.0999 | 0.5 | 300 | 2.0387 | 0.6084 | |
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| 2.0595 | 0.75 | 450 | 1.9971 | 0.6143 | |
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| 2.0481 | 1.0 | 600 | 1.9893 | 0.6152 | |
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### Framework versions |
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- Transformers 4.37.2 |
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- Pytorch 2.3.0.dev20240206+cu121 |
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- Datasets 2.16.1 |
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- Tokenizers 0.15.1 |
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