---
base_model:
- microsoft/Orca-2-13b
- KoboldAI/LLaMA2-13B-Tiefighter
library_name: transformers
tags:
- mergekit
- merge

---

28/04/2024- UPDATE: 
Fixed tokenizer / vocab issues. Verified operation, conversion to GGUF now works too.
GGUF uploaded, with Imatrix GGUFs and Imatrix Plus GGUFs to follow shortly.
  
# merge

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:
* [microsoft/Orca-2-13b](https://huggingface.co/microsoft/Orca-2-13b)
* [KoboldAI/LLaMA2-13B-Tiefighter](https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: KoboldAI/LLaMA2-13B-Tiefighter
        layer_range: [0, 40]
      - model: microsoft/Orca-2-13b
        layer_range: [0, 40]
merge_method: slerp
base_model: microsoft/Orca-2-13b
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
dtype: bfloat16

```