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sartifyllc
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swahili-prompt-classifier

Text Classification
Transformers
TensorBoard
Safetensors
modernbert
Generated from Trainer
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Mollel commited on
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Training in progress, epoch 1

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Files changed (6) hide show
  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. runs/Dec29_17-22-02_ai4d-Lambda-Vector/events.out.tfevents.1735482123.ai4d-Lambda-Vector.317013.0 +2 -2
  4. runs/Dec29_17-25-50_ai4d-Lambda-Vector/events.out.tfevents.1735482351.ai4d-Lambda-Vector.325407.0 +3 -0
  5. runs/Dec29_17-28-27_ai4d-Lambda-Vector/events.out.tfevents.1735482507.ai4d-Lambda-Vector.331314.0 +3 -0
  6. 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: 0.2861
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- - F1: 0.9013
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  ## Model description
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@@ -50,11 +50,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | No log | 1.0 | 5 | 0.3827 | 0.8054 |
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- | No log | 2.0 | 10 | 0.3438 | 0.8798 |
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- | No log | 3.0 | 15 | 0.3464 | 0.8324 |
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- | No log | 4.0 | 20 | 0.2930 | 0.9219 |
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- | No log | 5.0 | 25 | 0.2861 | 0.9013 |
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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: 0.6384
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+ - F1: 0.7650
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | No log | 1.0 | 38 | 0.6547 | 0.6053 |
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+ | No log | 2.0 | 76 | 0.5257 | 0.7598 |
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+ | 0.5533 | 3.0 | 114 | 0.6232 | 0.7534 |
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+ | 0.5533 | 4.0 | 152 | 0.6271 | 0.7495 |
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+ | 0.5533 | 5.0 | 190 | 0.6384 | 0.7650 |
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  ### Framework versions
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