---
base_model:
- byroneverson/Mistral-Small-Instruct-2409-abliterated
- rAIfle/Acolyte-LORA
- InferenceIllusionist/SorcererLM-22B
- allura-org/MS-Meadowlark-22B
- Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
- Darkknight535/MS-Moonlight-22B-v3
- crestf411/MS-sunfall-v0.7.0
- TheDrummer/Cydonia-22B-v1.2
- TheDrummer/Cydonia-22B-v1.1
- hf-100/Mistral-Small-Instruct-2409-Spellbound-StoryWriter-22B-instruct-0.4-chkpt-336-16bit
- Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
- unsloth/Mistral-Small-Instruct-2409
- anthracite-org/magnum-v4-22b
- TheDrummer/Cydonia-22B-v1.3
- unsloth/Mistral-Small-Instruct-2409
- Kaoeiri/Moingooistrial-22B-V1-Lora
- TroyDoesAI/BlackSheep-MermaidMistral-22B
- spow12/ChatWaifu_v2.0_22B
library_name: transformers
tags:
- mergekit
- merge

---


![image/webp](https://cdn-uploads.huggingface.co/production/uploads/66246c2984db70bddd3f9f5f/wbHTZeHPXlslbiIvLXAF_.webp)

---
# 🌟 **Model Merge Overview** 🌟

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

---

## 🔧 **Merge Method**

This model was merged using the **[DARE](https://arxiv.org/abs/2311.03099)** and **[TIES](https://arxiv.org/abs/2306.01708)** merge methods, with [**unsloth/Mistral-Small-Instruct-2409**](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) as the base model.

---

## 🧠 **Models Merged**

The following models were included in the merge, combining the power and capabilities of various high-performance language models:

- [**byroneverson/Mistral-Small-Instruct-2409-abliterated**](https://huggingface.co/byroneverson/Mistral-Small-Instruct-2409-abliterated) + [**rAIfle/Acolyte-LORA**](https://huggingface.co/rAIfle/Acolyte-LORA)
- [**InferenceIllusionist/SorcererLM-22B**](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
- [**allura-org/MS-Meadowlark-22B**](https://huggingface.co/allura-org/MS-Meadowlark-22B)
- [**Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B**](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B)
- [**ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1**](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
- [**Darkknight535/MS-Moonlight-22B-v3**](https://huggingface.co/Darkknight535/MS-Moonlight-22B-v3)
- [**crestf411/MS-sunfall-v0.7.0**](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
- [**TheDrummer/Cydonia-22B-v1.2**](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2)
- [**TheDrummer/Cydonia-22B-v1.1**](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
- [**hf-100/Mistral-Small-Instruct-2409-Spellbound-StoryWriter-22B-instruct-0.4-chkpt-336-16bit**](https://huggingface.co/hf-100/Mistral-Small-Instruct-2409-Spellbound-StoryWriter-22B-instruct-0.4-chkpt-336-16bit)
- [**Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small**](https://huggingface.co/Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small)
- [**anthracite-org/magnum-v4-22b**](https://huggingface.co/anthracite-org/magnum-v4-22b)
- [**TheDrummer/Cydonia-22B-v1.3**](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3)
- [**unsloth/Mistral-Small-Instruct-2409**](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) + [**Kaoeiri/Moingooistrial-22B-V1-Lora**](https://huggingface.co/Kaoeiri/Moingooistrial-22B-V1-Lora)
- [**TroyDoesAI/BlackSheep-MermaidMistral-22B**](https://huggingface.co/TroyDoesAI/BlackSheep-MermaidMistral-22B)
- [**spow12/ChatWaifu_v2.0_22B**](https://huggingface.co/spow12/ChatWaifu_v2.0_22B)

---

## ⚙️ **Configuration Details**

Here is the YAML configuration used to create this powerful merged model:

```yaml
models:
  - model: anthracite-org/magnum-v4-22b
    parameters:
      weight: 1.0
      density: 0.85
  - model: TheDrummer/Cydonia-22B-v1.3
    parameters:
      weight: 0.24
      density: 0.69
  - model: TheDrummer/Cydonia-22B-v1.2
    parameters:
      weight: 0.14
      density: 0.67
  - model: TheDrummer/Cydonia-22B-v1.1
    parameters:
      weight: 0.16
      density: 0.67
  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
    parameters:
      weight: 0.26
      density: 0.75
  - model: allura-org/MS-Meadowlark-22B
    parameters:
      weight: 0.27
      density: 0.71
  - model: spow12/ChatWaifu_v2.0_22B
    parameters:
      weight: 0.27
      density: 0.7
  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
    parameters:
      weight: 0.2
      density: 0.58
  - model: crestf411/MS-sunfall-v0.7.0
    parameters:
      weight: 0.22
      density: 0.71
  - model: byroneverson/Mistral-Small-Instruct-2409-abliterated+rAIfle/Acolyte-LORA
    parameters:
      weight: 0.24
      density: 0.7
  - model: InferenceIllusionist/SorcererLM-22B
    parameters:
      weight: 0.21
      density: 0.72
  - model: unsloth/Mistral-Small-Instruct-2409+Kaoeiri/Moingooistrial-22B-V1-Lora
    parameters:
      weight: 0.32
      density: 0.76
  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
    parameters:
      weight: 0.12
      density: 0.65
  - model: Darkknight535/MS-Moonlight-22B-v3
    parameters:
      weight: 0.12
      density: 0.62
  - model: hf-100/Mistral-Small-Instruct-2409-Spellbound-StoryWriter-22B-instruct-0.4-chkpt-336-16bit
    parameters:
      weight: 0.28
      density: 0.74
  - model: TroyDoesAI/BlackSheep-MermaidMistral-22B
    parameters:
      weight: 0.24
      density: 0.7

merge_method: dare_ties
base_model: unsloth/Mistral-Small-Instruct-2409
parameters:
  density: 0.85
  epsilon: 0.09
  lambda: 1.22
dtype: bfloat16
```

---


# 🙏 Special Thanks
## A huge THANK YOU to the authors and creators of these base models, whose work and dedication make this possible. We deeply appreciate their contributions to the machine learning community.

### Special acknowledgment to Hugging Face for providing a platform where these models are shared and developed.
### Gratitude to the creators behind the DARE and TIES techniques for pushing the boundaries of model merging.
### Without their efforts, this project would not have been possible. 🚀