top4

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the TIES merge method using /root/top1 as a base.

Models Merged

The following models were included in the merge:

/root/mod1
/root/mod3
/root/mod2

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: /root/mod1
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: /root/mod2
    parameters:
      density: 0.3
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: /root/mod3
    parameters:
      density: 0.1
      weight:
        - filter: mlp
          value: 0.2
        - value: 0
merge_method: ties
base_model: /root/top1
parameters:
  normalize: true
  int8_mask: true
dtype: float16