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all-roberta-large-v1_wikinews_outcome_prediction_v1

Text Classification
setfit
Safetensors
sentence-transformers
roberta
generated_from_setfit_trainer
Model card Files Community
hsuvaskakoty commited on
Commit
ae78ff7
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verified ·
1 Parent(s): f91c955

Push model using huggingface_hub.

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Files changed (3) hide show
  1. README.md +33 -5
  2. model.safetensors +1 -1
  3. model_head.pkl +1 -1
README.md CHANGED
@@ -202,7 +202,7 @@ preds = model(" Interviews: Interviews WN:Story preparation/Office hours:Frank
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  - num_epochs: (1, 16)
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  - max_steps: -1
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  - sampling_strategy: oversampling
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- - num_iterations: 10
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  - body_learning_rate: (1e-05, 1e-05)
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  - head_learning_rate: 5e-05
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  - loss: CosineSimilarityLoss
@@ -219,10 +219,38 @@ preds = model(" Interviews: Interviews WN:Story preparation/Office hours:Frank
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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- | 0.0032 | 1 | 0.6701 | - |
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- | 0.3175 | 100 | 0.1951 | 0.2339 |
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- | 0.6349 | 200 | 0.0536 | 0.2513 |
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- | 0.9524 | 300 | 0.0228 | 0.2661 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework Versions
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  - Python: 3.10.12
 
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  - num_epochs: (1, 16)
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  - max_steps: -1
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  - sampling_strategy: oversampling
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+ - num_iterations: 100
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  - body_learning_rate: (1e-05, 1e-05)
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  - head_learning_rate: 5e-05
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  - loss: CosineSimilarityLoss
 
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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+ | 0.0003 | 1 | 0.446 | - |
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+ | 0.0317 | 100 | 0.2329 | 0.1799 |
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+ | 0.0635 | 200 | 0.1037 | 0.1821 |
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+ | 0.0952 | 300 | 0.0326 | 0.2931 |
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+ | 0.1270 | 400 | 0.0248 | 0.4236 |
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+ | 0.1587 | 500 | 0.012 | 0.2775 |
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+ | 0.1905 | 600 | 0.0047 | 0.3502 |
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+ | 0.2222 | 700 | 0.0018 | 0.2837 |
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+ | 0.2540 | 800 | 0.0002 | 0.2931 |
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+ | 0.2857 | 900 | 0.0005 | 0.2921 |
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+ | 0.3175 | 1000 | 0.0001 | 0.2948 |
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+ | 0.3492 | 1100 | 0.0001 | 0.2968 |
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+ | 0.3810 | 1200 | 0.0001 | 0.2950 |
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+ | 0.4127 | 1300 | 0.0001 | 0.2962 |
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+ | 0.4444 | 1400 | 0.0 | 0.2953 |
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+ | 0.4762 | 1500 | 0.0 | 0.2971 |
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+ | 0.5079 | 1600 | 0.0 | 0.2970 |
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+ | 0.5397 | 1700 | 0.0 | 0.2980 |
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+ | 0.5714 | 1800 | 0.0 | 0.2973 |
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+ | 0.6032 | 1900 | 0.0 | 0.2966 |
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+ | 0.6349 | 2000 | 0.0 | 0.2973 |
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+ | 0.6667 | 2100 | 0.0 | 0.2990 |
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+ | 0.6984 | 2200 | 0.0 | 0.2984 |
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+ | 0.7302 | 2300 | 0.0 | 0.3001 |
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+ | 0.7619 | 2400 | 0.0 | 0.2997 |
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+ | 0.7937 | 2500 | 0.0 | 0.2994 |
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+ | 0.8254 | 2600 | 0.0 | 0.2980 |
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+ | 0.8571 | 2700 | 0.0 | 0.2985 |
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+ | 0.8889 | 2800 | 0.0 | 0.2987 |
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+ | 0.9206 | 2900 | 0.0 | 0.2969 |
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+ | 0.9524 | 3000 | 0.0 | 0.2969 |
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+ | 0.9841 | 3100 | 0.0 | 0.2969 |
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  ### Framework Versions
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  - Python: 3.10.12
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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  size 1421483904
model_head.pkl CHANGED
@@ -1,3 +1,3 @@
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