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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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# merge |
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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. I used the |
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[Model Stock](https://arxiv.org/abs/2403.19522) merge method after, using the SLERP model as a base. |
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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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Named after the **aster**, a purple-violet star-shaped perennial flower. It's pretty and has a huge family, much like this model. |
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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... |
