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Netta1994
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setfit_baai_newrelic_gpt-4o_improved-cot-instructions_chat_few_shot_remove_final_eval

Text Classification
setfit
Safetensors
sentence-transformers
bert
generated_from_setfit_trainer
Eval Results
Model card Files Community
Netta1994 commited on
Commit
45183f2
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1 Parent(s): b9563e7

Add SetFit model

Browse files
Files changed (4) hide show
  1. README.md +25 -13
  2. config_setfit.json +2 -2
  3. model.safetensors +1 -1
  4. model_head.pkl +1 -1
README.md CHANGED
@@ -180,7 +180,7 @@ Final evaluation:")
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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
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  - num_iterations: 20
@@ -201,18 +201,30 @@ Final evaluation:")
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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  | 0.0016 | 1 | 0.2275 | - |
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- | 0.0820 | 50 | 0.2535 | - |
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- | 0.1639 | 100 | 0.2094 | - |
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- | 0.2459 | 150 | 0.1707 | - |
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- | 0.3279 | 200 | 0.1085 | - |
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- | 0.4098 | 250 | 0.0439 | - |
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- | 0.4918 | 300 | 0.0268 | - |
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- | 0.5738 | 350 | 0.0129 | - |
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- | 0.6557 | 400 | 0.0256 | - |
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- | 0.7377 | 450 | 0.016 | - |
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- | 0.8197 | 500 | 0.0128 | - |
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- | 0.9016 | 550 | 0.0109 | - |
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- | 0.9836 | 600 | 0.0127 | - |
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework Versions
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  - Python: 3.10.14
 
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  ### Training Hyperparameters
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  - batch_size: (16, 16)
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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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  - num_iterations: 20
 
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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  | 0.0016 | 1 | 0.2275 | - |
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+ | 0.0820 | 50 | 0.2565 | - |
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+ | 0.1639 | 100 | 0.2275 | - |
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+ | 0.2459 | 150 | 0.1873 | - |
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+ | 0.3279 | 200 | 0.1281 | - |
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+ | 0.4098 | 250 | 0.0495 | - |
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+ | 0.4918 | 300 | 0.0251 | - |
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+ | 0.5738 | 350 | 0.0142 | - |
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+ | 0.6557 | 400 | 0.0181 | - |
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+ | 0.7377 | 450 | 0.0188 | - |
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+ | 0.8197 | 500 | 0.0111 | - |
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+ | 0.9016 | 550 | 0.0098 | - |
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+ | 0.9836 | 600 | 0.0111 | - |
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+ | 1.0656 | 650 | 0.0108 | - |
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+ | 1.1475 | 700 | 0.0135 | - |
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+ | 1.2295 | 750 | 0.0102 | - |
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+ | 1.3115 | 800 | 0.0119 | - |
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+ | 1.3934 | 850 | 0.0086 | - |
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+ | 1.4754 | 900 | 0.0085 | - |
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+ | 1.5574 | 950 | 0.0089 | - |
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+ | 1.6393 | 1000 | 0.0101 | - |
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+ | 1.7213 | 1050 | 0.0121 | - |
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+ | 1.8033 | 1100 | 0.0112 | - |
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+ | 1.8852 | 1150 | 0.0122 | - |
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+ | 1.9672 | 1200 | 0.0099 | - |
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  ### Framework Versions
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  - Python: 3.10.14
config_setfit.json CHANGED
@@ -1,4 +1,4 @@
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  {
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- "labels": null,
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- "normalize_embeddings": false
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  }
 
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  {
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+ "normalize_embeddings": false,
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+ "labels": null
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  }
model.safetensors CHANGED
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model_head.pkl CHANGED
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