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ayakiri
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wolo-app-categories-setfit-model

Text Classification
setfit
TensorBoard
Safetensors
sentence-transformers
bert
generated_from_setfit_trainer
Eval Results
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ayakiri commited on
Commit
4721397
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1 Parent(s): e5ed203

Add SetFit model

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Files changed (3) hide show
  1. README.md +7 -4
  2. model.safetensors +1 -1
  3. model_head.pkl +1 -1
README.md CHANGED
@@ -165,7 +165,7 @@ preds = model("Organizacja \"Sport dla Wszystkich\" poszukuje wolontariuszy do p
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  | Pomoc | 13 |
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  ### Training Hyperparameters
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- - batch_size: (16, 16)
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  - num_epochs: (1, 1)
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  - max_steps: -1
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  - sampling_strategy: oversampling
@@ -185,9 +185,12 @@ preds = model("Organizacja \"Sport dla Wszystkich\" poszukuje wolontariuszy do p
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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- | 0.0072 | 1 | 0.2038 | - |
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- | 0.3623 | 50 | 0.0152 | - |
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- | 0.7246 | 100 | 0.0023 | - |
 
 
 
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  ### Framework Versions
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  - Python: 3.10.5
 
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  | Pomoc | 13 |
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  ### Training Hyperparameters
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+ - batch_size: (8, 8)
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  - num_epochs: (1, 1)
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  - max_steps: -1
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  - sampling_strategy: oversampling
 
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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+ | 0.0036 | 1 | 0.1877 | - |
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+ | 0.1818 | 50 | 0.029 | - |
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+ | 0.3636 | 100 | 0.0038 | - |
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+ | 0.5455 | 150 | 0.0008 | - |
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+ | 0.7273 | 200 | 0.0013 | - |
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+ | 0.9091 | 250 | 0.0004 | - |
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  ### Framework Versions
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  - Python: 3.10.5
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