Merge pull request #1870 from bluewave-labs/develop

Merging Develop into Master: August 7th 2025

Author: MuhammadKhalilzadeh

.vscode/settings.json

@@ -1,8 +1,3 @@
 {
-    "workbench.colorCustomizations": {
-        "activityBar.background": "#2F1F6D",
-        "titleBar.activeBackground": "#412C98",
-        "titleBar.activeForeground": "#FCFBFE"
-    },
-    "postman.settings.dotenv-detection-notification-visibility": false
-}
+  "postman.settings.dotenv-detection-notification-visibility": false
+}

BiasAndFairnessModule/configs/config.yaml

@@ -10,17 +10,17 @@ dataset:
   target_column: "income"
   sampling:
     enabled: true
-    n_samples: 5000  # Number of samples to use for quick experiments
+    n_samples: 20 # Number of samples to use for quick experiments
     random_seed: 42
 
 # Model Configuration
-model:  
+model:
   # Hugging Face model configuration
   huggingface:
     enabled: true
     model_id: "TinyLlama/TinyLlama-1.1B-Chat-v1.0"
-    device: "cuda"  # or "cpu" for CPU-only inference
-    max_new_tokens: 7
+    device: "cuda" # or "cpu" for CPU-only inference
+    max_new_tokens: 50
     temperature: 0.7
     top_p: 0.9
     system_prompt: "You are a strict classifier. You must answer with exactly one of these two strings: '>50K' or '<=50K'. No explanation. No formatting."
@@ -41,4 +41,3 @@ metrics:
     metrics:
       - name: "accuracy"
       - name: "precision"
-