| base_model: | |
| - meta-llama/Llama-3.1-8B-Instruct | |
| - mjm4dl/model_XY_llama3_Meta-Llama-3-8B-Instruct_1_128_4 | |
| - mjm4dl/merge_model_slot_filling_intent_cl | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # output | |
| 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 [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [mjm4dl/model_XY_llama3_Meta-Llama-3-8B-Instruct_1_128_4](https://huggingface.co/mjm4dl/model_XY_llama3_Meta-Llama-3-8B-Instruct_1_128_4) | |
| * [mjm4dl/merge_model_slot_filling_intent_cl](https://huggingface.co/mjm4dl/merge_model_slot_filling_intent_cl) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: mjm4dl/merge_model_slot_filling_intent_cl | |
| parameters: | |
| density: 0.4 | |
| weight: 0.5 | |
| - model: mjm4dl/model_XY_llama3_Meta-Llama-3-8B-Instruct_1_128_4 | |
| parameters: | |
| density: 0.4 | |
| weight: 0.6 | |
| merge_method: ties | |
| base_model: meta-llama/Llama-3.1-8B-Instruct | |
| parameters: | |
| normalize: true | |
| dtype: float16 | |
| ``` | |