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README.md
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![Made with NovelAI](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1/resolve/main/magmell.png)
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*[Welcome, brave one; you've come a long mile.](https://www.youtube.com/watch?v=dgGEuC1F3oE)*
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#
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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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Multi-stage SLERP merge, DARE-TIES'd together. Intended to be a general purpose "Best of Nemo" model for any fictional, creative use case. Inspired by hyper-merges like Tiefighter and Umbral Mind.
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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 [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base.
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### Configuration
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The following YAML
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```yaml
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merge_method: dare_ties
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- sources:
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- layer_range: [0, 40]
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model: /workspace/models/magmell-r1/monk
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parameters:
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density: 0.7
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weight: 0.5
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- layer_range: [0, 40]
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model: /workspace/models/magmell-r1/hero
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parameters:
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density: 0.9
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weight: 1.0
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- layer_range: [0, 40]
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model: /workspace/models/magmell-r1/deity
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parameters:
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density: 0.5
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weight: 0.7
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- layer_range: [0, 40]
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model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
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tokenizer_source: base
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```
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![Made with NovelAI](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1/resolve/main/magmell.png)
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*[Welcome, brave one; you've come a long mile.](https://www.youtube.com/watch?v=dgGEuC1F3oE)*
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# MN-12B-Mag-Mell-R1
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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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Multi-stage SLERP merge, DARE-TIES'd together. Intended to be a general purpose "Best of Nemo" model for any fictional, creative use case. Inspired by hyper-merges like [Tiefighter]https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter) and [Umbral Mind.](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B)
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Mag Mell is composed of 3 intermediate parts:
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Hero (RP, kink/trope coverage): [Chronos Gold](https://huggingface.co/elinas/Chronos-Gold-12B-1.0), [Sunrose](https://huggingface.co/Fizzarolli/MN-12b-Sunrose).
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Monk (Intelligence, groundedness): [Bophades](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B), [Wissenschaft](https://huggingface.co/nbeerbower/mistral-nemo-wissenschaft-12B).
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Deity (Prose, flair): [Gutenberg v4](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4), [Magnum 2.5 KTO](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto).
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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 [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base.
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### Configuration
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The following YAML configurations were used to produce this model:
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#### Monk:
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```yaml
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models:
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- model: nbeerbower/mistral-nemo-bophades-12B
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- model: nbeerbower/mistral-nemo-wissenschaft-12B
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merge_method: slerp
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base_model: nbeerbower/mistral-nemo-bophades-12B
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parameters:
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t: [0.1, 0.2, 0.4, 0.6, 0.6, 0.4, 0.2, 0.1]
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dtype: bfloat16
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tokenizer_source: basel
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```
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#### Hero:
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```yaml
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models:
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- model: elinas/Chronos-Gold-12B-1.0
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- model: Fizzarolli/MN-12b-Sunrose
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merge_method: slerp
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base_model: elinas/Chronos-Gold-12B-1.0
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parameters:
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t: [0.1, 0.2, 0.4, 0.6, 0.6, 0.4, 0.2, 0.1]
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dtype: bfloat16
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tokenizer_source: base
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```
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#### Deity:
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```
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name: deity # Deity - Prose, flair.
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models:
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- model: nbeerbower/mistral-nemo-gutenberg-12B-v4
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- model: anthracite-org/magnum-12b-v2.5-kto
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merge_method: slerp
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base_model: nbeerbower/mistral-nemo-gutenberg-12B-v4
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parameters:
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t: [0, 0.1, 0.2, 0.25, 0.25, 0.2, 0.1, 0]
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dtype: bfloat16
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tokenizer_source: base
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```
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#### Mag Mell:
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```yaml
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models:
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- model: monk
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parameters:
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density: 0.7
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weight: 0.5
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- model: hero
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parameters:
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density: 0.9
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weight: 1
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- model: deity
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parameters:
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density: 0.5
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weight: 0.7
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merge_method: dare_ties
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base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
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tokenizer_source: base
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```
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