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Netta1994
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setfit_baai_cybereason_gpt-4o_improved-cot-instructions_chat_few_shot_generated_only_

Text Classification
setfit
Safetensors
sentence-transformers
bert
generated_from_setfit_trainer
Eval Results
Model card Files Community
Netta1994 commited on
Commit
03d3688
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1 Parent(s): 0ec1020

Add SetFit model

Browse files
Files changed (4) hide show
  1. README.md +9 -9
  2. config_setfit.json +2 -2
  3. model.safetensors +1 -1
  4. model_head.pkl +1 -1
README.md CHANGED
@@ -82,7 +82,7 @@ model-index:
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  split: test
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  metrics:
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  - type: accuracy
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- value: 0.5492957746478874
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  name: Accuracy
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  ---
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@@ -124,7 +124,7 @@ The model has been trained using an efficient few-shot learning technique that i
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  ### Metrics
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  | Label | Accuracy |
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  |:--------|:---------|
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- | **all** | 0.5493 |
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  ## Uses
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@@ -209,17 +209,17 @@ Evaluation: Good
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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- | 0.0058 | 1 | 0.229 | - |
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- | 0.2890 | 50 | 0.2575 | - |
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- | 0.5780 | 100 | 0.2406 | - |
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- | 0.8671 | 150 | 0.107 | - |
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- | 1.1561 | 200 | 0.004 | - |
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- | 1.4451 | 250 | 0.0023 | - |
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  | 1.7341 | 300 | 0.002 | - |
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  | 2.0231 | 350 | 0.0017 | - |
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  | 2.3121 | 400 | 0.0017 | - |
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  | 2.6012 | 450 | 0.0015 | - |
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- | 2.8902 | 500 | 0.0014 | - |
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  | 3.1792 | 550 | 0.0013 | - |
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  | 3.4682 | 600 | 0.0013 | - |
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  | 3.7572 | 650 | 0.0013 | - |
 
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  split: test
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  metrics:
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  - type: accuracy
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+ value: 0.5211267605633803
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  name: Accuracy
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  ---
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  ### Metrics
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  | Label | Accuracy |
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  |:--------|:---------|
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+ | **all** | 0.5211 |
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  ## Uses
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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+ | 0.0058 | 1 | 0.2291 | - |
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+ | 0.2890 | 50 | 0.2565 | - |
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+ | 0.5780 | 100 | 0.2405 | - |
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+ | 0.8671 | 150 | 0.1052 | - |
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+ | 1.1561 | 200 | 0.0039 | - |
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+ | 1.4451 | 250 | 0.0022 | - |
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  | 1.7341 | 300 | 0.002 | - |
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  | 2.0231 | 350 | 0.0017 | - |
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  | 2.3121 | 400 | 0.0017 | - |
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  | 2.6012 | 450 | 0.0015 | - |
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+ | 2.8902 | 500 | 0.0013 | - |
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  | 3.1792 | 550 | 0.0013 | - |
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  | 3.4682 | 600 | 0.0013 | - |
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  | 3.7572 | 650 | 0.0013 | - |
config_setfit.json CHANGED
@@ -1,4 +1,4 @@
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  {
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- "normalize_embeddings": false,
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- "labels": null
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  }
 
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  {
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+ "labels": null,
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+ "normalize_embeddings": false
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  }
model.safetensors CHANGED
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  version https://git-lfs.github.com/spec/v1
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  size 437951328
 
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+ oid sha256:475ac2636f2a3bfab79f2aaca8d5417b5c75b28999981f3615f96ebade073e96
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  size 437951328
model_head.pkl CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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  size 7007
 
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