---
pipeline_tag: text-generation
base_model: []
library_name: transformers
tags:
- mergekit
- merge
- orca
- orca2
- microsoft
license_name: microsoft-research-license
license_link: LICENSE
license: other
---

Inspired by [AbucusAI's BigYi-15b](https://huggingface.co/abacusai/bigyi-15b)...
# BigOrca-2-XB

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 passthrough merge method.

### Models Merged

The following models were included in the merge:
* /Users/jsarnecki/opt/microsoft-Orca-2-13b

# Quantizations

# GGUFS (Thanks to [mradermacher](https://huggingface.co/mradermacher))
* [mradermacher/BigOrca-2-XB-GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF)
### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float16
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 10]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [5, 15]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [10, 20]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [15, 25]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [20, 30]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [25, 35]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b
- sources:
  - layer_range: [30, 40]
    model: /Users/jsarnecki/opt/microsoft-Orca-2-13b

```