transformers safetensors gemma text-generation merge mergekit google/gemma-7b-it HuggingFaceH4/zephyr-7b-gemma-v0.1 mlabonne/Gemmalpaca-7B license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
tags:
- merge
- mergekit
- google/gemma-7b-it
- HuggingFaceH4/zephyr-7b-gemma-v0.1
- mlabonne/Gemmalpaca-7B
---

# gemma-7b-zephyr-alpaca-it-ties

gemma-7b-zephyr-alpaca-it-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [google/gemma-7b-it](https://huggingface.co/google/gemma-7b-it)
* [HuggingFaceH4/zephyr-7b-gemma-v0.1](https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1)
* [mlabonne/Gemmalpaca-7B](https://huggingface.co/mlabonne/Gemmalpaca-7B)

## 🧩 Configuration

```yaml
models:
  - model: google/gemma-7b-it
    parameters:
      density: 0.5
      weight: 0.3
  - model: HuggingFaceH4/zephyr-7b-gemma-v0.1
    parameters: 
      density: 0.5
      weight: 0.3 # weight gradient
  - model: mlabonne/Gemmalpaca-7B
    parameters:
      density: 0.5
      weight: 0.3 # weight gradient
merge_method: dare_ties
base_model: google/gemma-7b
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```