---
base_model:
- mpasila/Alpacazord-Viking-7B
- mpasila/Finnish-Viking-Alpaca-V1-7B
library_name: transformers
tags:
- mergekit
- merge

---
# Finnish-Alpacazord-7B

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

This is just a test to see if I can improve my models by merging the Finnish data based model with the slightly higher performing English data based model.

## Merge Details
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [mpasila/Alpacazord-Viking-7B](https://huggingface.co/mpasila/Alpacazord-Viking-7B)
* [mpasila/Finnish-Viking-Alpaca-V1-7B](https://huggingface.co/mpasila/Finnish-Viking-Alpaca-V1-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: mpasila/Finnish-Viking-Alpaca-V1-7B
        layer_range: [0, 32]
      - model: mpasila/Alpacazord-Viking-7B
        layer_range: [0, 32]
# or, the equivalent models: syntax:
# models:
#   - model: psmathur/orca_mini_v3_13b
#   - model: garage-bAInd/Platypus2-13B
merge_method: slerp
base_model: mpasila/Finnish-Viking-Alpaca-V1-7B
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: float16

```