| 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 | |
| ``` |