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README.md
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- **Learning Rate**: 0.0001
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- **Weight Decay**: 0.01
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- **Eval Accumulation Steps**: 4
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# Test-Model
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This model is a fine-tuned version of llama, and is specialized for document classification. The overall accuracy of the model is 0.978852 and the hit rate is 0.543211.
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## Training Parameters
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- **Epochs**: 5
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- **Batch Size**: 20
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- **Threshold**: 0.975
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- **Token Length**: 512
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- **Data Set Size**: 10000
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- **Evenly Distributed**: True
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- **Municipalities**: Heroey, Kongsberg, Boemlo, Luster, Maalselv
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- **Learning Rate**: 0.0001
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- **Weight Decay**: 0.01
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- **Eval Accumulation Steps**: 4
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| Label | Accuracy | Accuracy Accumulation | Hit Rate | Hit Rate Accumulation |
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|-------|----------|-----------------------|----------|-----------------------|
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| 0 | 0.9333333333333333 | 0.9333333333333333 | 0.9767441860465116 | 0.9767441860465116 |
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| 1 | 0.95 | 0.95 | 0.9743589743589743 | 0.9743589743589743 |
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| 2 | 0.9148936170212766 | 0.9148936170212766 | 0.9772727272727273 | 0.9772727272727273 |
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| 3 | 0.4 | 0.4 | 0.5714285714285714 | 0.5714285714285714 |
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| 4 | 0.25 | 0.25 | 0.6329113924050633 | 0.6329113924050633 |
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| 5 | 0.8571428571428571 | 0.8571428571428571 | 0.9375 | 0.9375 |
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| 6 | 0.9888888888888889 | 0.9888888888888889 | 1.04093567251462 | 1.04093567251462 |
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| 7 | 0.94 | 0.94 | 0.9791666666666666 | 0.9791666666666666 |
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| 8 | 0.6666666666666666 | 0.6666666666666666 | 0.8571428571428571 | 0.8571428571428571 |
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| 9 | 0.9888888888888889 | 0.9888888888888889 | 0.994413407821229 | 0.994413407821229 |
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