README.md

metadata

base_model:
  - bunnycore/Qwen2.5-3B-RP-Mix
  - Spestly/Athena-1-3B
  - Qwen/Qwen2.5-3B-Instruct
  - PowerInfer/SmallThinker-3B-Preview
library_name: transformers
tags:
  - mergekit
  - merge

merge

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 Qwen/Qwen2.5-3B-Instruct as a base.

Models Merged

The following models were included in the merge:

• bunnycore/Qwen2.5-3B-RP-Mix
• Spestly/Athena-1-3B
• PowerInfer/SmallThinker-3B-Preview

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: PowerInfer/SmallThinker-3B-Preview
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: bunnycore/Qwen2.5-3B-RP-Mix
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: Spestly/Athena-1-3B
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: Qwen/Qwen2.5-3B-Instruct
parameters:
  normalize: true
  int8_mask: true
dtype: float16