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---
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base_model:
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- anthracite-org/magnum-v3-9b-customgemma2
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- nbeerbower/gemma2-gutenberg-9B
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- grimjim/Magnolia-v1-Gemma2-8k-9B
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- UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3
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- BeaverLegacy/Smegmma-Deluxe-9B-v1
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- ifable/gemma-2-Ifable-9B
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# temp
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the SLERP method to create an intermediate model. The [Model Stock](https://arxiv.org/abs/2403.19522) merge method used the SLERP model as a base to mix in more models.
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The idea was to make a nice and smart base model and add in a few pinches of spice.
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For some reason it wouldn't let me use any other merge method- it gave me ModelReference errors about my
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intermediary model for every method except Model Stock for some reason. I'll see if I can fix it and
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upload my intended task-arithmetic version as a v2.
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This is the only one of my like 700 merges that I think uses something novel/interesting
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enough in its creation to merit an upload.
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### Models Merged
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The following models were included in the merge:
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* [anthracite-org/magnum-v3-9b-customgemma2](https://huggingface.co/anthracite-org/magnum-v3-9b-customgemma2)
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* [nbeerbower/gemma2-gutenberg-9B](https://huggingface.co/nbeerbower/gemma2-gutenberg-9B)
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* [grimjim/Magnolia-v1-Gemma2-8k-9B](https://huggingface.co/grimjim/Magnolia-v1-Gemma2-8k-9B)
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* [UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3](https://huggingface.co/UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3)
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* [BeaverLegacy/Smegmma-Deluxe-9B-v1](https://huggingface.co/BeaverLegacy/Smegmma-Deluxe-9B-v1)
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* [ifable/gemma-2-Ifable-9B](https://huggingface.co/ifable/gemma-2-Ifable-9B)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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# THIS YAML CONFIGURATION WAS USED TO CREATE THE INTERMEDIARY MODEL.
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# slices:
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# - sources:
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# - model: anthracite-org/magnum-v3-9b-customgemma2
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# layer_range: [0, 42]
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# - model: nbeerbower/gemma2-gutenberg-9B
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# layer_range: [0, 42]
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# merge_method: slerp
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# base_model: nbeerbower/gemma2-gutenberg-9B
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# parameters:
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# t:
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# - filter: self_attn
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# value: [0.2, 0.5, 0.4, 0.7, 1]
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# - filter: mlp
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# value: [1, 0.5, 0.3, 0.4, 0.2]
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# - value: 0.5
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# dtype: float16
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# THIS YAML CONFIGURATION WAS USED TO CREATE ASTER. The E: model is the intermediate
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# model created in the previous config.
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models:
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- model: E:/models/mergekit/output/intermediate/
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- model: BeaverLegacy/Smegmma-Deluxe-9B-v1
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parameters:
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weight: 0.3
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- model: ifable/gemma-2-Ifable-9B
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parameters:
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weight: 0.3
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- model: UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3
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parameters:
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weight: 0.15
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- model: grimjim/Magnolia-v1-Gemma2-8k-9B
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parameters:
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weight: 0.25
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merge_method: model_stock
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base_model: E:/models/mergekit/output/intermediate/
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dtype: float16
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```
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Alright, now back to smashing models together and seeing what happens... |
