---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- unsloth/gemma-2b-bnb-4bit
- google/gemma-2b-it
---

# Gemma-2b-ties

Gemma-2b-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [unsloth/gemma-2b-bnb-4bit](https://huggingface.co./unsloth/gemma-2b-bnb-4bit)
* [google/gemma-2b-it](https://huggingface.co./google/gemma-2b-it)

## 🧩 Configuration

\```yaml
models:
  - model: unsloth/gemma-2b-bnb-4bit
    parameters:
      density: 0.5
      weight: 0.5
  - model: google/gemma-2b-it
    parameters:
      density: 0.5
      weight: 0.5 # weight gradient
merge_method: ties
base_model: unsloth/gemma-2b-it-bnb-4bit
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
\```