VICIOUS_MESH-12B-NEMO / config.yaml
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models:
- model: D:\FILES\.Text-generation-webui_file\models\Mistral-Nemo-Instruct-2407
#no parameters necessary for base model
- model: D:\FILES\.Text-generation-webui_file\models\VICIOUS_MESH-12B-BETA
parameters:
density: 1
weight: 1
merge_method: ties
base_model: D:\FILES\.Text-generation-webui_file\models\Mistral-Nemo-Instruct-2407
tokenizer_source: base
chat_template: "auto"
parameters:
normalize: false
int8_mask: true
dtype: bfloat16
regularization:
- method: weight_clipping
clip_range: [-0.1, 0.1]
- method: l2_norm
scale: 0.002
# Postprocessing to refine the merged model
postprocessing:
- operation: dynamic_scaling
scale_range: [0.9, 1.1]
- operation: gaussian_smoothing
sigma: 1.0
- operation: normalize