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---
base_model:
- mistralai/Mistral-7B-Instruct-v0.2
- Nexusflow/Starling-LM-7B-beta
library_name: transformers
tags:
- mergekit
- merge
- not-for-all-audiences
---
# Mistralv0.2-StarlingLM-FrankenMaid-10.5B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
See Below
### Merge Method
This model was merged using the passthrough merge method and also dare_ties method.
### Models Merged
The following models were included in the merge:
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
* fM-v2
### Configuration
Works well with Alpaca Instruct Template
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: "fM-v2"
layer_range: [0, 16]
- sources:
- model: "Nexusflow/Starling-LM-7B-beta"
layer_range: [8, 24]
- sources:
- model: "mistralai/Mistral-7B-Instruct-v0.2"
layer_range: [17, 32]
merge_method: passthrough
dtype: float16
name: fM-v2
```
```yaml
models:
- model: mistralai/Mistral-7B-Instruct-v0.2
- model: Franken-Maid
parameters:
weight: 0.25
density: 1.0
- model: Franken-Maid
parameters:
weight: 0.30
density: 1.0
merge_method: dare_ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
int8_mask: true
dtype: bfloat16
name: fM-v2
``` |