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AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v2

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AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v2
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---
base_model:
- inflatebot/MN-12B-Mag-Mell-R1
- DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
- TheDrummer/UnslopNemo-12B-v4
library_name: transformers
tags:
- mergekit
- merge

---
# <span style="color:yellow">Proper README will be added soon!</span> 
# AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v2

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 linear [DELLA](https://arxiv.org/abs/2406.11617) merge method using [TheDrummer/UnslopNemo-12B-v4](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4) as a base.

### Models Merged

The following models were included in the merge:
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS](https://huggingface.co/DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS)
* [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
    parameters:
      weight:
        - filter: self_attn
          value: 0.3
        - filter: mlp
          value: 0.15
        - value: 0.25
      density: 0.6
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight:
        - filter: self_attn
          value: 0.15
        - filter: mlp
          value: 0.3
        - value: 0.2
      density: 0.7
  - model: TheDrummer/UnslopNemo-12B-v4
    parameters:
      weight:
        - filter: self_attn
          value: 0.25
        - filter: mlp
          value: 0.15
        - value: 0.25
      density: 0.6
  - model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
    parameters:
      weight:
        - filter: self_attn
          value: 0.2
        - filter: mlp
          value: 0.30
        - value: 0.2
      density: 0.5
base_model: TheDrummer/UnslopNemo-12B-v4
merge_method: della_linear
dtype: bfloat16
chat_template: "chatml"
tokenizer_source: union
parameters:
  normalize: true
  int8_mask: true
  epsilon: 0.05
  lambda: 1


```