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setfit-riasec-classifier-subset

Text Classification
setfit
Safetensors
sentence-transformers
mpnet
generated_from_setfit_trainer
Eval Results (legacy)
Model card Files
xet
Community
dnth commited on
Commit
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1 Parent(s): 270aa85

Add SetFit model

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Files changed (3) hide show
  1. README.md +16 -7
  2. model.safetensors +1 -1
  3. model_head.pkl +1 -1
README.md CHANGED
@@ -202,7 +202,7 @@ preds = model("The HR Learning & Development Specialist designs and delivers wor
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  ### Training Hyperparameters
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  - batch_size: (8, 8)
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- - num_epochs: (2, 2)
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  - max_steps: -1
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  - sampling_strategy: oversampling
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  - body_learning_rate: (2e-05, 1e-05)
@@ -222,12 +222,21 @@ preds = model("The HR Learning & Development Specialist designs and delivers wor
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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  | 0.0067 | 1 | 0.1555 | - |
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- | 0.3333 | 50 | 0.1102 | - |
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- | 0.6667 | 100 | 0.0045 | - |
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- | 1.0 | 150 | 0.001 | 0.0750 |
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- | 1.3333 | 200 | 0.0005 | - |
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- | 1.6667 | 250 | 0.0004 | - |
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- | 2.0 | 300 | 0.0003 | 0.0787 |
 
 
 
 
 
 
 
 
 
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  ### Framework Versions
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  - Python: 3.12.8
 
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  ### Training Hyperparameters
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  - batch_size: (8, 8)
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+ - num_epochs: (5, 5)
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  - max_steps: -1
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  - sampling_strategy: oversampling
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  - body_learning_rate: (2e-05, 1e-05)
 
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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  | 0.0067 | 1 | 0.1555 | - |
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+ | 0.3333 | 50 | 0.1366 | - |
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+ | 0.6667 | 100 | 0.0117 | - |
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+ | 1.0 | 150 | 0.001 | 0.0772 |
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+ | 1.3333 | 200 | 0.0006 | - |
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+ | 1.6667 | 250 | 0.0003 | - |
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+ | 2.0 | 300 | 0.0003 | 0.0802 |
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+ | 2.3333 | 350 | 0.0002 | - |
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+ | 2.6667 | 400 | 0.0002 | - |
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+ | 3.0 | 450 | 0.0001 | 0.0805 |
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+ | 3.3333 | 500 | 0.0001 | - |
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+ | 3.6667 | 550 | 0.0001 | - |
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+ | 4.0 | 600 | 0.0001 | 0.0810 |
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+ | 4.3333 | 650 | 0.0001 | - |
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+ | 4.6667 | 700 | 0.0001 | - |
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+ | 5.0 | 750 | 0.0001 | 0.0814 |
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  ### Framework Versions
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  - Python: 3.12.8
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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model_head.pkl CHANGED
@@ -1,3 +1,3 @@
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