173 lines
4.4 KiB
Markdown
173 lines
4.4 KiB
Markdown
---
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base_model:
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- LatitudeGames/Wayfarer-12B
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- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
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- PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
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- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
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- TheDrummer/UnslopNemo-12B-v4
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- romaingrx/red-teamer-mistral-nemo
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- DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
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- rAIfle/Questionable-MN-bf16
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- allura-org/MN-12b-RP-Ink
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- IntervitensInc/Mistral-Nemo-Base-2407-chatml
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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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- 12b
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- chat
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- roleplay
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- creative-writing
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- DELLA-linear
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---
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# GodSlayer-12B-ABYSS
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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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The goal of this model is to remain fairly stable and coherent, while counteracting positivity-bias and improving realism and diverse responses.
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Model #12
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## Merge Details
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### Merge Method
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This model was merged using the NuSLERP 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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### Models Merged
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The following models were included in the merge:
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* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
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* [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2)
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* [PocketDoc/Dans-PersonalityEngine-V1.1.0-12b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b)
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* [HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407](https://huggingface.co/HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407)
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* [romaingrx/red-teamer-mistral-nemo](https://huggingface.co/romaingrx/red-teamer-mistral-nemo)
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* [DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS](https://huggingface.co/DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS)
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* [rAIfle/Questionable-MN-bf16](https://huggingface.co/rAIfle/Questionable-MN-bf16)
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* [allura-org/MN-12b-RP-Ink](https://huggingface.co/allura-org/MN-12b-RP-Ink)
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### Configuration
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The following YAML configurations were used to produce this model:
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```yaml
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# P1:
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models:
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- model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
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parameters:
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weight:
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- filter: self_attn
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value: 0.2
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- filter: mlp
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value: 0.2
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- value: 0.2
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density: 0.6
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- model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
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parameters:
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weight:
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- filter: self_attn
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value: 0.15
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- filter: mlp
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value: 0.15
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- value: 0.15
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density: 0.55
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- model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
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parameters:
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weight:
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- filter: self_attn
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value: 0.1
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- filter: mlp
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value: 0.1
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- value: 0.1
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density: 0.5
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- model: LatitudeGames/Wayfarer-12B
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parameters:
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weight:
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- filter: self_attn
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value: 0.25
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- filter: mlp
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value: 0.25
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- value: 0.25
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density: 0.65
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base_model: TheDrummer/UnslopNemo-12B-v4
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merge_method: della_linear
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dtype: bfloat16
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chat_template: "chatml"
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tokenizer_source: union
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parameters:
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normalize: true
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int8_mask: true
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epsilon: 0.1
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lambda: 1
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```
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```yaml
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# P2:
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models:
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- model: rAIfle/Questionable-MN-bf16
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parameters:
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weight:
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- filter: self_attn
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value: 0.2
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- filter: mlp
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value: 0.2
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- value: 0.2
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density: 0.6
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- model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
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parameters:
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weight:
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- filter: self_attn
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value: 0.3
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- filter: mlp
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value: 0.3
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- value: 0.3
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density: 0.7
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- model: allura-org/MN-12b-RP-Ink
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parameters:
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weight:
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- filter: self_attn
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value: 0.35
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- filter: mlp
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value: 0.35
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- value: 0.35
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density: 0.75
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- model: romaingrx/red-teamer-mistral-nemo
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parameters:
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weight:
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- filter: self_attn
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value: 0.25
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- filter: mlp
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value: 0.25
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- value: 0.25
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density: 0.65
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base_model: TheDrummer/UnslopNemo-12B-v4
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merge_method: della_linear
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dtype: bfloat16
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chat_template: "chatml"
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tokenizer_source: union
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parameters:
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normalize: true
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int8_mask: true
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epsilon: 0.1
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lambda: 1
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```
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```yaml
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# Final:
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models:
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- model: P1
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parameters:
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weight: 0.5
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- model: P2
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parameters:
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weight: 0.5
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base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
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merge_method: nuslerp
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dtype: bfloat16
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chat_template: "chatml"
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tokenizer:
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source: union
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parameters:
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normalize: true
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int8_mask: true
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```
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