---
base_model:
- nlpguy/StableProse
- TheDrummer/Rocinante-12B-v1
- Sao10K/MN-12B-Lyra-v2a1
- unsloth/Mistral-Nemo-Base-2407
- nbeerbower/mistral-nemo-gutenberg-12B-v3
- unsloth/Mistral-Nemo-Instruct-2407
library_name: transformers
tags:
- mergekit
- merge

---
# Carasique-v0.1

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 della_linear merge method using [unsloth/Mistral-Nemo-Base-2407](https://huggingface.co/unsloth/Mistral-Nemo-Base-2407) as a base.

### Models Merged

The following models were included in the merge:
* [nlpguy/StableProse](https://huggingface.co/nlpguy/StableProse)
* [TheDrummer/Rocinante-12B-v1](https://huggingface.co/TheDrummer/Rocinante-12B-v1)
* [Sao10K/MN-12B-Lyra-v2a1](https://huggingface.co/Sao10K/MN-12B-Lyra-v2a1)
* [nbeerbower/mistral-nemo-gutenberg-12B-v3](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v3)
* [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
models:
  - model: unsloth/Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.1
      density: 0.4
  - model: nlpguy/StableProse
    parameters:
      weight: 0.12
      density: 0.5
  - model: Sao10K/MN-12B-Lyra-v2a1
    parameters:
      weight: 0.2
      density: 0.6
  - model: TheDrummer/Rocinante-12B-v1
    parameters:
      weight: 0.25
      density: 0.7
  - model: nbeerbower/mistral-nemo-gutenberg-12B-v3
    parameters:
      weight: 0.33
      density: 0.8
merge_method: della_linear
base_model: unsloth/Mistral-Nemo-Base-2407
parameters:
  epsilon: 0.05
  lambda: 1
dtype: bfloat16

```