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---
base_model:
- allura-org/MS-Meadowlark-22B
- byroneverson/Mistral-Small-Instruct-2409-abliterated
- crestf411/MS-sunfall-v0.7.0
- unsloth/Mistral-Small-Instruct-2409
- unsloth/Mistral-Small-Instruct-2409
- rAIfle/Acolyte-LORA
- anthracite-org/magnum-v4-22b
- Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
- spow12/ChatWaifu_v2.0_22B
- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
- unsloth/Mistral-Small-Instruct-2409
- Kaoeiri/Moingooistrial-22B-V1-Lora
- InferenceIllusionist/SorcererLM-22B
- TheDrummer/Cydonia-22B-v1.3
- TheDrummer/Cydonia-22B-v1.1
- TheDrummer/Cydonia-22B-v1.2
- Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
library_name: transformers
tags:
- mergekit
- merge
---
![image/png](https://cdn-uploads.huggingface.co/production/uploads/66246c2984db70bddd3f9f5f/H7gueSWEdlYrZiO5muXAI.png)
# merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/Mistral-Small-Instruct-2409](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) as a base.
### Models Merged
The following models were included in the merge:
* [allura-org/MS-Meadowlark-22B](https://huggingface.co/allura-org/MS-Meadowlark-22B)
* [byroneverson/Mistral-Small-Instruct-2409-abliterated](https://huggingface.co/byroneverson/Mistral-Small-Instruct-2409-abliterated)
* [crestf411/MS-sunfall-v0.7.0](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
* [unsloth/Mistral-Small-Instruct-2409](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) + [rAIfle/Acolyte-LORA](https://huggingface.co/rAIfle/Acolyte-LORA)
* [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b)
* [Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small)
* [spow12/ChatWaifu_v2.0_22B](https://huggingface.co/spow12/ChatWaifu_v2.0_22B)
* [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
* [unsloth/Mistral-Small-Instruct-2409](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) + [Kaoeiri/Moingooistrial-22B-V1-Lora](https://huggingface.co/Kaoeiri/Moingooistrial-22B-V1-Lora)
* [InferenceIllusionist/SorcererLM-22B](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
* [TheDrummer/Cydonia-22B-v1.3](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3)
* [TheDrummer/Cydonia-22B-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
* [TheDrummer/Cydonia-22B-v1.2](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2)
* [Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: anthracite-org/magnum-v4-22b
parameters:
weight: 1.0 # Primary model for human-like writing
density: 0.88 # Solid foundation for clear, balanced text generation
- model: TheDrummer/Cydonia-22B-v1.3
parameters:
weight: 0.26 # Slightly reduced weight for nuanced creativity
density: 0.7 # Maintains subtle creative influence
- model: TheDrummer/Cydonia-22B-v1.2
parameters:
weight: 0.16 # Adjusted for balanced creativity without interference
density: 0.68 # Harmonized with other storytelling contributions
- model: TheDrummer/Cydonia-22B-v1.1
parameters:
weight: 0.18 # Refined for precision in roleplay and nuanced content
density: 0.68 # Ensures stability without overwhelming integration
- model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
parameters:
weight: 0.28 # Balanced for storytelling depth without dominance
density: 0.77 # Smooth integration for narrative-driven content
- model: allura-org/MS-Meadowlark-22B
parameters:
weight: 0.3 # Retains balanced creativity and descriptive clarity
density: 0.72 # Enhances fluency and narrative cohesion
- model: spow12/ChatWaifu_v2.0_22B
parameters:
weight: 0.27 # Maintains anime-style RP and conversational tone
density: 0.7 # Preserved for compatibility with other models
- model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
parameters:
weight: 0.2 # Specialized for Japanese linguistic contexts
density: 0.58 # Fine-tuned for focused coherence
- model: crestf411/MS-sunfall-v0.7.0
parameters:
weight: 0.25 # Subtle tone for dramatic storytelling
density: 0.74 # Balanced for integration with other narrative styles
- model: unsloth/Mistral-Small-Instruct-2409+rAIfle/Acolyte-LORA
parameters:
weight: 0.24 # Subtle addition for structured content variation
density: 0.7 # Aligns seamlessly with the overall blend
- model: InferenceIllusionist/SorcererLM-22B
parameters:
weight: 0.23 # Provides stylistic coherence
density: 0.74 # Supports expressive and balanced outputs
- model: unsloth/Mistral-Small-Instruct-2409+Kaoeiri/Moingooistrial-22B-V1-Lora
parameters:
weight: 0.26 # Mythical and monster storytelling
density: 0.72 # Balanced for integration with core models
- model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
parameters:
weight: 0.12 # Light roleplay influence to prevent overheating
density: 0.65 # Keeps roleplay-heavy elements in check
- model: byroneverson/Mistral-Small-Instruct-2409-abliterated
parameters:
weight: 0.15 # Provides raw and unfiltered context
density: 0.68 # Harmonizes with primary base model
merge_method: dare_ties # Optimal for diverse and complex model blending
base_model: unsloth/Mistral-Small-Instruct-2409
parameters:
density: 0.85 # Overall density ensures logical and creative balance
epsilon: 0.09 # Small step size for smooth blending
lambda: 1.22 # Adjusted scaling for refined sharpness and coherence
dtype: bfloat16
```