mergekit-slerp-bcumecp / mergekit_config.yml
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slices:
- sources:
- model: bamec66557/MISCHIEVOUS-12B-Mix_0.4v
layer_range: [0, 20]
- model: Infermatic/MN-12B-Inferor-v0.1
layer_range: [0, 20]
parameters:
t:
- value: 0.8
- sources:
- model: bamec66557/MISCHIEVOUS-12B-Mix_0.4v
layer_range: [20, 40]
- model: Infermatic/MN-12B-Inferor-v0.1
layer_range: [20, 40]
parameters:
t:
- value: 1.0
- filter: self_attn
value: [0.8, 0.9, 1.0, 1.1, 1.2]
merge_method: slerp # Preserve merge method
base_model: bamec66557/MISCHIEVOUS-12B-Mix_0.4v # Base model
dtype: bfloat16 # Data types for fast merges
# Additional options
regularization:
- method: weight_clipping
clip_range: [-0.1, 0.1]
postprocessing:
- operation: gaussian_smoothing
sigma: 1.5 # Gaussian smoothing intensity
- operation: smoothing
parameters:
adaptive: true
range: [0.8, 1.2] # Adaptively adjust
kernel_size: 5 # Smoothing larger ranges with increased kernel size
- operation: normalize # Normalise after merge