---
base_model:
- unsloth/Mistral-Nemo-Instruct-2407
library_name: transformers
tags:
- mergekit
- merge

---
# merge

This is a testing model using the zeroing method used by [L3-Aethora-15B-V2](https://huggingface.co/ZeusLabs/L3-Aethora-15B-V2).

If this model pans out in the way I hope, Ill expand on it more and add a custom model card like the others. currently this is just an experiment.

In case anyone asks NeMoria-21b literally means:
```yaml
NeMo = Mistral-Nemo (Instruct)
21b = its 21b perameters
```

## Merge Details
### Merge Method

This model was merged using the passthrough merge method.

### Models Merged

The following models were included in the merge:
* [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 30]
    model: unsloth/Mistral-Nemo-Instruct-2407
- sources:
  - layer_range: [16, 32]
    model: unsloth/Mistral-Nemo-Instruct-2407
    parameters:
      scale:
      - filter: o_proj
        value: 0.0
      - filter: down_proj
        value: 0.0
      - value: 1.0
- sources:
  - layer_range: [16, 32]
    model: unsloth/Mistral-Nemo-Instruct-2407
    parameters:
      scale:
      - filter: o_proj
        value: 0.0
      - filter: down_proj
        value: 0.0
      - value: 1.0
- sources:
  - layer_range: [32, 40]
    model: unsloth/Mistral-Nemo-Instruct-2407
```