| base_model: | |
| - cognitivecomputations/dolphin-2.9.1-qwen-110b | |
| - Qwen/Qwen1.5-110B-Chat | |
| library_name: transformers | |
| 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 linear [DARE](https://arxiv.org/abs/2311.03099) merge method using [cognitivecomputations/dolphin-2.9.1-qwen-110b](https://huggingface.co/cognitivecomputations/dolphin-2.9.1-qwen-110b) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Qwen/Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| name: aqua-qwen-0.1-110B | |
| base_model: | |
| model: | |
| path: cognitivecomputations/dolphin-2.9.1-qwen-110b | |
| dtype: bfloat16 | |
| merge_method: dare_linear | |
| parameters: | |
| normalize: 1.0 | |
| slices: | |
| - sources: | |
| - model: cognitivecomputations/dolphin-2.9.1-qwen-110b | |
| layer_range: [0, 80] | |
| parameters: | |
| weight: 0.6 | |
| - model: Qwen/Qwen1.5-110B-Chat | |
| layer_range: [0, 80] | |
| parameters: | |
| weight: 0.4 | |
| ``` | |