| base_model: | |
| - kromcomp/L3.1-Rays-10B | |
| - kromcomp/L3.1-Bloat-10B | |
| - kromcomp/L3.1-Extend-10B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # tiv | |
| 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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [kromcomp/L3.1-Extend-10B](https://huggingface.co/kromcomp/L3.1-Extend-10B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [kromcomp/L3.1-Rays-10B](https://huggingface.co/kromcomp/L3.1-Rays-10B) | |
| * [kromcomp/L3.1-Bloat-10B](https://huggingface.co/kromcomp/L3.1-Bloat-10B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: kromcomp/L3.1-Extend-10B | |
| chat_template: llama3 | |
| dtype: float32 | |
| merge_method: della | |
| parameters: | |
| int8_mask: 1.0 | |
| normalize: 0.0 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 42] | |
| model: kromcomp/L3.1-Rays-10B | |
| parameters: | |
| density: 0.7 | |
| epsilon: 0.05 | |
| weight: [0.0, 0.2, 0.6] | |
| - layer_range: [0, 42] | |
| model: kromcomp/L3.1-Bloat-10B | |
| parameters: | |
| density: 0.7 | |
| epsilon: 0.05 | |
| weight: [0.9, 0.3, 0.3] | |
| - layer_range: [0, 42] | |
| model: kromcomp/L3.1-Extend-10B | |
| parameters: | |
| density: 0.65 | |
| epsilon: 0.05 | |
| weight: [0.1, 0.5, 0.1] | |
| tokenizer: {} | |
| ``` | |