transformers safetensors mistral text-generation mergekit merge base_model:giannisan/dolphin-mistral-gianni base_model:teknium/OpenHermes-2.5-Mistral-7B autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- giannisan/dolphin-mistral-gianni
- teknium/OpenHermes-2.5-Mistral-7B
library_name: transformers
tags:
- mergekit
- merge

---
# opendolphin

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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [giannisan/dolphin-mistral-gianni](https://huggingface.co/giannisan/dolphin-mistral-gianni)
* [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: giannisan/dolphin-mistral-gianni
        layer_range: [0, 32]
      - model: teknium/OpenHermes-2.5-Mistral-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: giannisan/dolphin-mistral-gianni
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: bfloat16

```
