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--- |
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base_model: |
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- hiig-piai/simba-v01c |
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- DRXD1000/Phoenix |
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- mistralai/Mistral-7B-v0.1 |
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- OpenPipe/mistral-ft-optimized-1227 |
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- VAGOsolutions/SauerkrautLM-7b-LaserChat |
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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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# VerwaltungsAnthologie_clear_7B |
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This model is used as an intermediate model for future merges. |
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It is a merge of 4 pre-trained language models based upon Mistral-7B-v0.1 created using [mergekit](https://github.com/cg123/mergekit). |
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In combination with [DiscoLM_German_7b_v1](https://huggingface.co/DiscoResearch/DiscoLM_German_7b_v1) this 'clear'-model is the 'base' model to build the successor of my first 'VA_talky_7B', 'VA_Disco_7B': [VerwaltungsAnthologie_Disco_7B](https://huggingface.co/MarcGrumpyOlejak/VerwaltungsAnthologie_Disco_7B) |
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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [hiig-piai/simba-v01c](https://huggingface.co/hiig-piai/simba-v01c) |
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* [DRXD1000/Phoenix](https://huggingface.co/DRXD1000/Phoenix) |
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* [OpenPipe/mistral-ft-optimized-1227](https://huggingface.co/OpenPipe/mistral-ft-optimized-1227) |
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* [VAGOsolutions/SauerkrautLM-7b-LaserChat](https://huggingface.co/VAGOsolutions/SauerkrautLM-7b-LaserChat) |
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* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) |
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### Explanations of used models |
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* Main focus of this "clear" model is the [hiig-piai/simba-v01c](https://huggingface.co/hiig-piai/simba-v01c) by the Humboldt Institute for Internet and Society has built this model for "simplified language" (Leichte Sprache in german). |
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* The [DRXD1000/Phoenix](https://huggingface.co/DRXD1000/Phoenix) got finetuned with many german texts of law – it can even "hallucinate" almost perfect URL of the official archive of german laws: [Gesetze im Internet]](https://www.gesetze-im-internet.de/) |
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* [OpenPipe/mistral-ft-optimized-1227](https://huggingface.co/OpenPipe/mistral-ft-optimized-1227) performed best using mixed languages in combination with [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as base model. |
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* [VAGOsolutions/SauerkrautLM-7b-LaserChat](https://huggingface.co/VAGOsolutions/SauerkrautLM-7b-LaserChat) has a wider range of colloquial german language. |
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* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) is the base model – funny but true – only using [OpenPipe/mistral-ft-optimized-1227](https://huggingface.co/OpenPipe/mistral-ft-optimized-1227) as base model is not as good as combining both. |
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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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# works but never stops |
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models: |
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- model: mistralai/Mistral-7B-v0.1 |
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# No parameters necessary for base model |
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- model: VAGOsolutions/SauerkrautLM-7b-LaserChat |
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parameters: |
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density: 0.53 |
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weight: 0.15 |
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- model: hiig-piai/simba-v01c |
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parameters: |
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density: 0.53 |
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weight: 0.55 |
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- model: DRXD1000/Phoenix |
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parameters: |
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density: 0.53 |
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weight: 0.15 |
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- model: OpenPipe/mistral-ft-optimized-1227 |
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parameters: |
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density: 0.53 |
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weight: 0.15 |
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merge_method: dare_ties |
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base_model: mistralai/Mistral-7B-v0.1 |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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name: VerwaltungsAnthologie_clear_7B |
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``` |
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