Llama-3.2-SARAThinker-merged-3b

This is a merge of pre-trained language models created using mergekit. It was developed as part of an ongoing blog series. I take no responsibility for the ouputs of this model.

Merge Details

Merge Method

This model was merged using the TIES merge method using EryriLabs/Llama-3.2-SARA-3b as a base.

Models Merged

The following models were included in the merge:

• HollowMan6/Llama-3.2-3B-SFT-Model-Ocra-500k
• Lyte/Llama-3.2-3B-Overthinker

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: EryriLabs/Llama-3.2-SARA-3b
    parameters:
      density: 0.99  # keeping 90% of base model weights
  - model: Lyte/Llama-3.2-3B-Overthinker
    parameters:
      density: 0.1  # fraction of weights in differences from the base model to retain
      weight:   # weight gradient
        - filter: mlp
          value: 0.1
        - value: 0
  - model: HollowMan6/Llama-3.2-3B-SFT-Model-Ocra-500k
    parameters:
      density: 0.1
      weight: 0.2
merge_method: ties
base_model: EryriLabs/Llama-3.2-SARA-3b
parameters:
  normalize: true
  int8_mask: true
dtype: float16