Tcomanr-V2_6

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/Qwen3-4B-Thinking-2507 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: ertghiu256/qwen3-math-reasoner
    parameters:
      weight: 0.85
  - model: ertghiu256/qwen3-4b-code-reasoning
    parameters:
      weight: 0.9
  - model: ertghiu256/qwen-3-4b-mixture-of-thought
    parameters:
      weight: 1.0
  - model: POLARIS-Project/Polaris-4B-Preview
    parameters:
      weight: 1.0
  - model: ertghiu256/qwen3-multi-reasoner
    parameters:
      weight: 0.85
  - model: ertghiu256/Qwen3-Hermes-4b
    parameters:
      weight: 0.7
  - model: ValiantLabs/Qwen3-4B-Esper3
    parameters:
      weight: 0.8
  - model: Tesslate/WEBGEN-4B-Preview
    parameters:
      weight: 1.0
  - model: Tesslate/UIGEN-FX-4B-Preview
    parameters:
      weight: 0.95
  - model: ValiantLabs/Qwen3-4B-ShiningValiant3
    parameters:
      weight: 0.8
  - model: huihui-ai/Huihui-Qwen3-4B-Thinking-2507-abliterated
    parameters:
      weight: 0.85
  - model: Qwen/Qwen3-4B-Thinking-2507
    parameters:
      weight: 1.0
  - model: Qwen/Qwen3-4b-Instruct-2507
    parameters:
      weight: 1.0
  - model: GetSoloTech/Qwen3-Code-Reasoning-4B
    parameters:
      weight: 0.95
  - model: ertghiu256/Qwen3-4B-Thinking-2507-Hermes-3
    parameters:
      weight: 1.0
  - model: janhq/Jan-v1-4B
    parameters:
      weight: 0.25
  - model: Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2
    parameters:
      weight: 0.85
  - model: quelmap/Lightning-4b
    parameters:
      weight: 0.75
  - model: ertghiu256/Qwen3-4b-2507-Thinking-math-and-code
    parameters:
      weight: 1.0
merge_method: ties
base_model: Qwen/Qwen3-4B-Thinking-2507
parameters:
  normalize: true
  int8_mask: true
  lambda: 1.0
dtype: float16