--- base_model: - Qwen/Qwen2-1.5B-Instruct 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 passthrough merge method. ### Models Merged The following models were included in the merge: * [Qwen/Qwen2-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2-1.5B-Instruct) ### Configuration The following YAML configuration was used to produce this model: ```yaml slices: - sources: - model: Qwen/Qwen2-1.5B-Instruct layer_range: [0, 24] - sources: # add middle layers with residuals scaled to zero - model: Qwen/Qwen2-1.5B-Instruct layer_range: [8, 24] parameters: scale: - filter: o_proj value: 0.0 - filter: down_proj value: 0.0 - value: 1.0 - sources: # add middle layers with residuals scaled to zero - model: Qwen/Qwen2-1.5B-Instruct layer_range: [8, 28] parameters: scale: - filter: o_proj value: 0.0 - filter: down_proj value: 0.0 - value: 1.0 - sources: - model: Qwen/Qwen2-1.5B-Instruct layer_range: [24, 28] merge_method: passthrough dtype: bfloat16 ```