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README.md

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+---
+base_model:
+- Kaoeiri/MS-Quadrosiac-2409-22B
+- DigitalSouls/BlackSheep-DigitalSoul-22B
+- Kaoeiri/MS-Inky-2409-22B
+- TheDrummer/Cydonia-22B-v1.1
+- anthracite-org/magnum-v4-22b
+- Darkknight535/MS-Moonlight-22B-v3
+- Kaoeiri/MS_Moingooistral-2409-22B
+- hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+- Envoid/Mistral-Small-NovusKyver
+- Jellywibble/MistralSmall1500CTXDummy
+- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+- Kaoeiri/MS_a-coolyte-2409-22B
+- Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+- Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2-Cydonia-vXXX-22B-5
+- unsloth/Mistral-Small-Instruct-2409
+- crestf411/MS-sunfall-v0.7.0
+- Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
+- TroyDoesAI/BlackSheep-MermaidMistral-22B
+- InferenceIllusionist/SorcererLM-22B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# 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:
+* [Kaoeiri/MS-Quadrosiac-2409-22B](https://huggingface.co/Kaoeiri/MS-Quadrosiac-2409-22B)
+* [DigitalSouls/BlackSheep-DigitalSoul-22B](https://huggingface.co/DigitalSouls/BlackSheep-DigitalSoul-22B)
+* [Kaoeiri/MS-Inky-2409-22B](https://huggingface.co/Kaoeiri/MS-Inky-2409-22B)
+* [TheDrummer/Cydonia-22B-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
+* [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b)
+* [Darkknight535/MS-Moonlight-22B-v3](https://huggingface.co/Darkknight535/MS-Moonlight-22B-v3)
+* [Kaoeiri/MS_Moingooistral-2409-22B](https://huggingface.co/Kaoeiri/MS_Moingooistral-2409-22B)
+* [hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit](https://huggingface.co/hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit)
+* [Envoid/Mistral-Small-NovusKyver](https://huggingface.co/Envoid/Mistral-Small-NovusKyver)
+* [Jellywibble/MistralSmall1500CTXDummy](https://huggingface.co/Jellywibble/MistralSmall1500CTXDummy)
+* [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
+* [Kaoeiri/MS_a-coolyte-2409-22B](https://huggingface.co/Kaoeiri/MS_a-coolyte-2409-22B)
+* [Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B)
+* [Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2-Cydonia-vXXX-22B-5](https://huggingface.co/Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2-Cydonia-vXXX-22B-5)
+* [crestf411/MS-sunfall-v0.7.0](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
+* [Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small)
+* [TroyDoesAI/BlackSheep-MermaidMistral-22B](https://huggingface.co/TroyDoesAI/BlackSheep-MermaidMistral-22B)
+* [InferenceIllusionist/SorcererLM-22B](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  # Core Fiction and Character Detail Models (Increased Precision)
+  - model: Kaoeiri/MS_Moingooistral-2409-22B  # Monster fiction core
+    parameters:
+      weight: 0.40  # Increased for better monster/character detail
+      density: 1.30 # Increased for richer character descriptions
+  
+  - model: Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2-Cydonia-vXXX-22B-5  # Main writing engine
+    parameters:
+      weight: 1.0   # Maximized for core writing
+      density: 0.85 # Slightly increased for deeper character development
+  
+  - model: anthracite-org/magnum-v4-22b  # Added for writing recap and precision
+    parameters:
+      weight: 0.95
+      density: 0.84
+  
+  # World Building & Character Interaction
+  - model: Kaoeiri/MS-Inky-2409-22B  # Descriptive world dynamics
+    parameters:
+      weight: 0.45  # Increased for richer character environments
+      density: 0.82 # Increased for better world-character integration
+  
+  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small  # Rich interaction
+    parameters:
+      weight: 0.42  # Increased for deeper character interactions
+      density: 0.78
+  
+  # Character Development Core
+  - model: DigitalSouls/BlackSheep-DigitalSoul-22B  # Combat and conflict
+    parameters:
+      weight: 0.30  # Increased for better character conflict
+      density: 0.75
+  
+  # Magical Elements (Rebalanced NovusKyver Sister)
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.15 # Increased for magical character traits
+      density: 0.78 # Increased for better integration
+  
+  # Secondary Character Enhancement
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: 0.15  # Slight increase for character depth
+      density: 0.68
+  
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.18  # Increased for writing precision
+      density: 0.72
+  
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.22  # Increased for fictional character detail
+      density: 0.73
+  
+  # Character Personality Development  
+  - model: Kaoeiri/MS-Quadrosiac-2409-22B
+    parameters:
+      weight: 0.18
+      density: 0.73
+  
+  # Enhanced Story and Character Building
+  - model: hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+    parameters:
+      weight: 0.25  # Increased for better character narrative
+      density: 0.72
+  
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.15  # Increased for character roleplay
+      density: 0.65
+  
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.25  # Increased for character detail
+      density: 0.65
+  
+  # Reduced weight but maintained for diversity
+  - model: Jellywibble/MistralSmall1500CTXDummy
+    parameters:
+      weight: 0.12
+      density: 0.62
+  
+  # Cultural and Character Depth
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.22  # Increased for news and cultural character traits
+      density: 0.62
+  
+  # Rebalanced NovusKyver (Modified to maintain benefits while reducing instruction avoidance)
+  - model: Envoid/Mistral-Small-NovusKyver
+    parameters:
+      weight: 0.20  # Reduced to minimize instruction avoidance
+      density: 0.74 # Increased for better integration
+  
+  - model: TroyDoesAI/BlackSheep-MermaidMistral-22B
+    parameters:
+      weight: 0.25  # Increased for character personality
+      density: 0.73
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.95    # Increased for maximum character detail
+  epsilon: 0.035   # Reduced for more consistent character behavior
+  lambda: 1.50     # Increased to enhance character creativity
+dtype: bfloat16
+tokenizer_source: union
+```

config.json

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+{
+  "_name_or_path": "unsloth/Mistral-Small-Instruct-2409",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 6144,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 48,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "use_cache": true,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+models:
+  # Core Fiction and Character Detail Models (Increased Precision)
+  - model: Kaoeiri/MS_Moingooistral-2409-22B  # Monster fiction core
+    parameters:
+      weight: 0.40  # Increased for better monster/character detail
+      density: 1.30 # Increased for richer character descriptions
+  
+  - model: Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2-Cydonia-vXXX-22B-5  # Main writing engine
+    parameters:
+      weight: 1.0   # Maximized for core writing
+      density: 0.85 # Slightly increased for deeper character development
+  
+  - model: anthracite-org/magnum-v4-22b  # Added for writing recap and precision
+    parameters:
+      weight: 0.95
+      density: 0.84
+  
+  # World Building & Character Interaction
+  - model: Kaoeiri/MS-Inky-2409-22B  # Descriptive world dynamics
+    parameters:
+      weight: 0.45  # Increased for richer character environments
+      density: 0.82 # Increased for better world-character integration
+  
+  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small  # Rich interaction
+    parameters:
+      weight: 0.42  # Increased for deeper character interactions
+      density: 0.78
+  
+  # Character Development Core
+  - model: DigitalSouls/BlackSheep-DigitalSoul-22B  # Combat and conflict
+    parameters:
+      weight: 0.30  # Increased for better character conflict
+      density: 0.75
+  
+  # Magical Elements (Rebalanced NovusKyver Sister)
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.15 # Increased for magical character traits
+      density: 0.78 # Increased for better integration
+  
+  # Secondary Character Enhancement
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: 0.15  # Slight increase for character depth
+      density: 0.68
+  
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.18  # Increased for writing precision
+      density: 0.72
+  
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.22  # Increased for fictional character detail
+      density: 0.73
+  
+  # Character Personality Development  
+  - model: Kaoeiri/MS-Quadrosiac-2409-22B
+    parameters:
+      weight: 0.18
+      density: 0.73
+  
+  # Enhanced Story and Character Building
+  - model: hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+    parameters:
+      weight: 0.25  # Increased for better character narrative
+      density: 0.72
+  
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.15  # Increased for character roleplay
+      density: 0.65
+  
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.25  # Increased for character detail
+      density: 0.65
+  
+  # Reduced weight but maintained for diversity
+  - model: Jellywibble/MistralSmall1500CTXDummy
+    parameters:
+      weight: 0.12
+      density: 0.62
+  
+  # Cultural and Character Depth
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.22  # Increased for news and cultural character traits
+      density: 0.62
+  
+  # Rebalanced NovusKyver (Modified to maintain benefits while reducing instruction avoidance)
+  - model: Envoid/Mistral-Small-NovusKyver
+    parameters:
+      weight: 0.20  # Reduced to minimize instruction avoidance
+      density: 0.74 # Increased for better integration
+  
+  - model: TroyDoesAI/BlackSheep-MermaidMistral-22B
+    parameters:
+      weight: 0.25  # Increased for character personality
+      density: 0.73
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.95    # Increased for maximum character detail
+  epsilon: 0.035   # Reduced for more consistent character behavior
+  lambda: 1.50     # Increased to enhance character creativity
+dtype: bfloat16
+tokenizer_source: union

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special_tokens_map.json

@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[control_748]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}