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ModernBERT-domain-classifier

Text Classification
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modernbert
Generated from Trainer
text-embeddings-inference
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Training in progress, epoch 1

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  1. README.md +12 -10
  2. model.safetensors +1 -1
  3. runs/Jan29_17-13-28_EmreSekeroglu/events.out.tfevents.1738160009.EmreSekeroglu.19740.0 +2 -2
  4. runs/Jan30_09-16-10_EmreSekeroglu/events.out.tfevents.1738217783.EmreSekeroglu.13376.0 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.6346
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- - F1: 0.8985
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 7e-05
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- - train_batch_size: 32
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- - eval_batch_size: 16
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  - seed: 42
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  - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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- - num_epochs: 5
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | No log | 1.0 | 29 | 0.7395 | 0.8302 |
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- | No log | 2.0 | 58 | 0.5699 | 0.8987 |
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- | No log | 3.0 | 87 | 0.6828 | 0.8906 |
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- | 0.6144 | 4.0 | 116 | 0.6353 | 0.8770 |
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- | 0.6144 | 5.0 | 145 | 0.6346 | 0.8985 |
 
 
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  ### Framework versions
 
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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: 0.3117
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+ - F1: 0.9342
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 7e-05
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+ - train_batch_size: 64
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+ - eval_batch_size: 32
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  - seed: 42
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  - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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+ - num_epochs: 7
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | No log | 1.0 | 15 | 0.6936 | 0.8593 |
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+ | No log | 2.0 | 30 | 0.4958 | 0.8719 |
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+ | No log | 3.0 | 45 | 0.3710 | 0.9093 |
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+ | No log | 4.0 | 60 | 0.3575 | 0.8912 |
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+ | No log | 5.0 | 75 | 0.3046 | 0.9366 |
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+ | No log | 6.0 | 90 | 0.3042 | 0.9398 |
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+ | 0.4101 | 7.0 | 105 | 0.3117 | 0.9342 |
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  ### Framework versions
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