Model Stock: All we need is just a few fine-tuned models
Paper • 2403.19522 • Published • 14
Just a little experiment with the Model Stock method of merging. This is a merge of pre-trained language models created using mergekit.
This model was merged using the Model Stock merge method using alpindale/WizardLM-2-8x22B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: alpindale/WizardLM-2-8x22B
- model: lightblue/Karasu-Mixtral-8x22B-v0.1
- model: fireworks-ai/mixtral-8x22b-instruct-oh
- model: cognitivecomputations/dolphin-2.9.2-mixtral-8x22b
- model: openbmb/Eurux-8x22b-nca
- model: migtissera/Tess-2.0-Mixtral-8x22B
base_model: alpindale/WizardLM-2-8x22B
merge_method: model_stock
dtype: bfloat16