| --- |
| base_model: |
| - DHMATH/Qwen-7B-Instruct |
| - Qwen/Qwen2.5-7B-Instruct |
| library_name: transformers |
| tags: |
| - mergekit |
| - merge |
|
|
| --- |
| # merged_model |
| |
| 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/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) as a base. |
| |
| ### Models Merged |
| |
| The following models were included in the merge: |
| * [DHMATH/Qwen-7B-Instruct](https://huggingface.co/DHMATH/Qwen-7B-Instruct) |
| |
| ### Configuration |
| |
| The following YAML configuration was used to produce this model: |
| |
| ```yaml |
| base_model: Qwen/Qwen2.5-7B-Instruct |
| dtype: bfloat16 |
| merge_method: ties |
| parameters: |
| int8_mask: 1.0 |
| normalize: 1.0 |
| slices: |
| - sources: |
| - layer_range: [0, 28] |
| model: Qwen/Qwen2.5-7B-Instruct |
| parameters: |
| density: 0.7 |
| weight: 0.4 |
| - layer_range: [0, 28] |
| model: DHMATH/Qwen-7B-Instruct |
| parameters: |
| density: 1.0 |
| weight: 0.6 |
| tokenizer_source: DHMATH/Qwen-7B-Instruct |
| ``` |
| |
