| base_model: | |
| - chargoddard/qwamma-14b-merge-v1 | |
| - arcee-train/Qwen2.5-14B-Instruct_arcee-qwen2-14B-v0.2 | |
| - Qwen/Qwen2.5-14B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # qwamma-14b-merge-v9 | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-14B](https://huggingface.co./Qwen/Qwen2.5-14B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [chargoddard/qwamma-14b-merge-v1](https://huggingface.co./chargoddard/qwamma-14b-merge-v1) | |
| * [arcee-train/Qwen2.5-14B-Instruct_arcee-qwen2-14B-v0.2](https://huggingface.co./arcee-train/Qwen2.5-14B-Instruct_arcee-qwen2-14B-v0.2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| merge_method: ties | |
| base_model: Qwen/Qwen2.5-14B | |
| models: | |
| - model: chargoddard/qwamma-14b-merge-v1 | |
| parameters: | |
| density: 1.0 | |
| weight: 1.0 | |
| - model: arcee-train/Qwen2.5-14B-Instruct_arcee-qwen2-14B-v0.2 | |
| parameters: | |
| density: 0.66 | |
| weight: | |
| - filter: mlp | |
| value: [0, 0.3, 0.6, 0.1] | |
| - filter: self_attn | |
| value: [0, 0, 0.2, 0.1] | |
| - value: 0.1 | |
| parameters: | |
| normalize: false | |
| int8_mask: true | |
| dtype: float32 | |
| out_dtype: bfloat16 | |
| ``` | |