merge

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

Merge Details

Merge Method

This model was merged using the Task Arithmetic merge method using prithivMLmods/QwQ-LCoT2-7B-Instruct as a base.

Models Merged

The following models were included in the merge:

• happzy2633/qwen2.5-7b-ins-v3

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: happzy2633/qwen2.5-7b-ins-v3
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: prithivMLmods/QwQ-LCoT2-7B-Instruct
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: happzy2633/qwen2.5-7b-ins-v3
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: task_arithmetic
base_model: prithivMLmods/QwQ-LCoT2-7B-Instruct
parameters:
  normalize: true
  int8_mask: true
dtype: float16