Create mergekit_config.yml

mergekit_config.yml

@@ -0,0 +1,16 @@
+slices:
+  - sources:
+      - model: meta-llama/Llama-3.2-3B-Instruct
+        layer_range: [0, 24]  # Adjust based on layer compatibility and model size
+      - model: ValiantLabs/Llama3.2-3B-ShiningValiant2
+        layer_range: [0, 24]    
+merge_method: slerp
+base_model: meta-llama/Llama-3.2-3B-Instruct
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.25, 0.5, 0.75, 1]  # Adjust based on merging strategy used for high-ranked models
+    - filter: mlp
+      value: [1, 0.75, 0.5, 0.25, 0]
+    - value: 0.65  # Overall interpolation coefficient, tuned for balance
+dtype: bfloat16