---
base_model:
- ValiantLabs/Qwen3-4B-Esper3
- ValiantLabs/Qwen3-4B-ShiningValiant3
- ertghiu256/Qwen3-Hermes-4b
- ertghiu256/qwen-3-4b-mixture-of-thought
- ertghiu256/qwen3-4b-code-reasoning
- janhq/Jan-v1-4B
- Qwen/Qwen3-4B-Thinking-2507
- ertghiu256/Qwen3-4b-2507-Thinking-math-and-code
- quelmap/Lightning-4b
- GetSoloTech/Qwen3-Code-Reasoning-4B
- Qwen/Qwen3-4b-Instruct-2507
- ertghiu256/qwen3-multi-reasoner
- Tesslate/WEBGEN-4B-Preview
- huihui-ai/Huihui-Qwen3-4B-Thinking-2507-abliterated
- ertghiu256/qwen3-math-reasoner
- ertghiu256/Qwen3-4B-Thinking-2507-Hermes-3
- Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2
- Tesslate/UIGEN-FX-4B-Preview
- POLARIS-Project/Polaris-4B-Preview
library_name: transformers
tags:
- mergekit
- merge

---
# Tcomanr-V2_6

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen3-4B-Thinking-2507](https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507) as a base.

### Models Merged

The following models were included in the merge:
* [ValiantLabs/Qwen3-4B-Esper3](https://huggingface.co/ValiantLabs/Qwen3-4B-Esper3)
* [ValiantLabs/Qwen3-4B-ShiningValiant3](https://huggingface.co/ValiantLabs/Qwen3-4B-ShiningValiant3)
* [ertghiu256/Qwen3-Hermes-4b](https://huggingface.co/ertghiu256/Qwen3-Hermes-4b)
* [ertghiu256/qwen-3-4b-mixture-of-thought](https://huggingface.co/ertghiu256/qwen-3-4b-mixture-of-thought)
* [ertghiu256/qwen3-4b-code-reasoning](https://huggingface.co/ertghiu256/qwen3-4b-code-reasoning)
* [janhq/Jan-v1-4B](https://huggingface.co/janhq/Jan-v1-4B)
* [ertghiu256/Qwen3-4b-2507-Thinking-math-and-code](https://huggingface.co/ertghiu256/Qwen3-4b-2507-Thinking-math-and-code)
* [quelmap/Lightning-4b](https://huggingface.co/quelmap/Lightning-4b)
* [GetSoloTech/Qwen3-Code-Reasoning-4B](https://huggingface.co/GetSoloTech/Qwen3-Code-Reasoning-4B)
* [Qwen/Qwen3-4b-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4b-Instruct-2507)
* [ertghiu256/qwen3-multi-reasoner](https://huggingface.co/ertghiu256/qwen3-multi-reasoner)
* [Tesslate/WEBGEN-4B-Preview](https://huggingface.co/Tesslate/WEBGEN-4B-Preview)
* [huihui-ai/Huihui-Qwen3-4B-Thinking-2507-abliterated](https://huggingface.co/huihui-ai/Huihui-Qwen3-4B-Thinking-2507-abliterated)
* [ertghiu256/qwen3-math-reasoner](https://huggingface.co/ertghiu256/qwen3-math-reasoner)
* [ertghiu256/Qwen3-4B-Thinking-2507-Hermes-3](https://huggingface.co/ertghiu256/Qwen3-4B-Thinking-2507-Hermes-3)
* [Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2](https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2)
* [Tesslate/UIGEN-FX-4B-Preview](https://huggingface.co/Tesslate/UIGEN-FX-4B-Preview)
* [POLARIS-Project/Polaris-4B-Preview](https://huggingface.co/POLARIS-Project/Polaris-4B-Preview)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
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
```