| base_model: | |
| - bunnycore/Llama-3.2-1b-Mixer | |
| - unsloth/Llama-3.2-1B-Instruct | |
| - bunnycore/Llama-3.2-1b-chatml-lora_model | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [bunnycore/Llama-3.2-1b-Mixer](https://huggingface.co/bunnycore/Llama-3.2-1b-Mixer) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [unsloth/Llama-3.2-1B-Instruct](https://huggingface.co/unsloth/Llama-3.2-1B-Instruct) + [bunnycore/Llama-3.2-1b-chatml-lora_model](https://huggingface.co/bunnycore/Llama-3.2-1b-chatml-lora_model) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: unsloth/Llama-3.2-1B-Instruct+bunnycore/Llama-3.2-1b-chatml-lora_model | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: bunnycore/Llama-3.2-1b-Mixer | |
| parameters: | |
| density: 0.33 | |
| weight: | |
| - filter: mlp | |
| value: 0.5 | |
| - value: 0 | |
| merge_method: ties | |
| base_model: bunnycore/Llama-3.2-1b-Mixer | |
| model_type: llama | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |
| ``` | |