# SMB with instruct to help performance.

slices:
 - sources:
   - model: g:/11b/Mistral-Nemo-Instruct-2407-12B
     layer_range: [0, 14]
 - sources:
   - model: G:/11B/magnum-v2.5-12b-kto
     layer_range: [8, 24]
     parameters:
       scale:
         - filter: o_proj
           value: 1
         - filter: down_proj
           value: 1
         - value: 1
 - sources:
   - model: g:/11b/Mistral-Nemo-Instruct-2407-12B
     layer_range: [14, 22]
     parameters:
       scale:
         - filter: o_proj
           value: .5
         - filter: down_proj
           value: .5
         - value: 1
 - sources:
   - model: g:/11b/Mistral-Nemo-Instruct-2407-12B
     layer_range: [22, 31]
     parameters:
       scale:
         - filter: o_proj
           value: .75
         - filter: down_proj
           value: .75
         - value: 1
 - sources:
   - model: G:/11B/magnum-v2.5-12b-kto
     layer_range: [24, 40]
     parameters:
       scale:
         - filter: o_proj
           value: 1
         - filter: down_proj
           value: 1
         - value: 1
merge_method: passthrough
dtype: bfloat16