mergekit-community/mergekit-della-nwsztat

merge

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

Merge Details

Merge Method

This model was merged using the DELLA merge method using arcee-ai/Virtuoso-Medium-v2 as a base.

Models Merged

The following models were included in the merge:

• crestf411/Q2.5-32B-Slush
• bespokelabs/Bespoke-Stratos-32B
• nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: arcee-ai/Virtuoso-Medium-v2
  - model: nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B
    parameters:
      density: 0.65
      weight: 0.35
  - model: bespokelabs/Bespoke-Stratos-32B
    parameters:
      density: 0.5
      weight: 0.25
  - model: crestf411/Q2.5-32B-Slush
    parameters:
      density: 0.5
      weight: 0.25

merge_method: della
base_model: arcee-ai/Virtuoso-Medium-v2
parameters:
  density: 0.55
  epsilon: 0.1
  lambda: 1.0
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: base