| license: apache-2.0 | |
| base_model: | |
| - mistralai/Mistral-7B-v0.1 | |
| - OpenBuddy/openbuddy-mistral-7b-v13.1 | |
| - MRAIRR/hubsalmon_tra | |
| - EmbeddedLLM/Mistral-7B-Merge-14-v0.3 | |
| tags: | |
| - mergekit | |
| - merge | |
| # 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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base. | |
| ### mini_7B_dare_v1 | |
| The following models were included in the merge: | |
| * [OpenBuddy/openbuddy-mistral-7b-v13.1](https://huggingface.co/OpenBuddy/openbuddy-mistral-7b-v13.1) | |
| * [MRAIRR/hubsalmon_tra](https://huggingface.co/MRAIRR/hubsalmon_tra) | |
| * [EmbeddedLLM/Mistral-7B-Merge-14-v0.3](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.3) | |
| ### 🧩 Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: mistralai/Mistral-7B-v0.1 | |
| - model: OpenBuddy/openbuddy-mistral-7b-v13.1 | |
| parameters: | |
| density: 0.53 | |
| weight: 0.4 | |
| - model: MRAIRR/hubsalmon_tra | |
| parameters: | |
| density: 0.53 | |
| weight: 0.4 | |
| - model: EmbeddedLLM/Mistral-7B-Merge-14-v0.3 | |
| parameters: | |
| density: 0.53 | |
| weight: 0.4 | |
| merge_method: dare_ties | |
| base_model: mistralai/Mistral-7B-v0.1 | |
| parameters: | |
| int8_mask: true | |
| dtype: bfloat16 | |
| ``` |