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README.md

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+---
+base_model:
+- Kaoeiri/MS_Moingooistral-2409-22B
+- Kaoeiri/MS_a-coolyte-2409-22B
+- Kaoeiri/MS_springydragon-2409-22B
+- Kaoeiri/MS_fujin-2409-22B
+- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+- TroyDoesAI/BlackSheep-MermaidMistral-22B
+- Kaoeiri/MS-Inky-2409-22B
+- Jellywibble/MistralSmall1500CTXDummy
+- Kaoeiri/MS_dampf-2409-22B
+- crestf411/MS-sunfall-v0.7.0
+- Gryphe/Pantheon-RP-1.6.2-22b-Small
+- Kaoeiri/MS-Physician-2409-22B
+- hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+- anthracite-org/magnum-v4-22b
+- spow12/ChatWaifu_v2.0_22B
+- Darkknight535/MS-Moonlight-22B-v3
+- allura-org/MS-Meadowlark-22B
+- InferenceIllusionist/SorcererLM-22B
+- TroyDoesAI/BlackSheep-Mistral-22B
+- unsloth/Mistral-Small-Instruct-2409
+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_Moingooistral-2409-22B](https://huggingface.co/Kaoeiri/MS_Moingooistral-2409-22B)
+* [Kaoeiri/MS_a-coolyte-2409-22B](https://huggingface.co/Kaoeiri/MS_a-coolyte-2409-22B)
+* [Kaoeiri/MS_springydragon-2409-22B](https://huggingface.co/Kaoeiri/MS_springydragon-2409-22B)
+* [Kaoeiri/MS_fujin-2409-22B](https://huggingface.co/Kaoeiri/MS_fujin-2409-22B)
+* [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
+* [TroyDoesAI/BlackSheep-MermaidMistral-22B](https://huggingface.co/TroyDoesAI/BlackSheep-MermaidMistral-22B)
+* [Kaoeiri/MS-Inky-2409-22B](https://huggingface.co/Kaoeiri/MS-Inky-2409-22B)
+* [Jellywibble/MistralSmall1500CTXDummy](https://huggingface.co/Jellywibble/MistralSmall1500CTXDummy)
+* [Kaoeiri/MS_dampf-2409-22B](https://huggingface.co/Kaoeiri/MS_dampf-2409-22B)
+* [crestf411/MS-sunfall-v0.7.0](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
+* [Gryphe/Pantheon-RP-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-1.6.2-22b-Small)
+* [Kaoeiri/MS-Physician-2409-22B](https://huggingface.co/Kaoeiri/MS-Physician-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)
+* [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b)
+* [spow12/ChatWaifu_v2.0_22B](https://huggingface.co/spow12/ChatWaifu_v2.0_22B)
+* [Darkknight535/MS-Moonlight-22B-v3](https://huggingface.co/Darkknight535/MS-Moonlight-22B-v3)
+* [allura-org/MS-Meadowlark-22B](https://huggingface.co/allura-org/MS-Meadowlark-22B)
+* [InferenceIllusionist/SorcererLM-22B](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
+* [TroyDoesAI/BlackSheep-Mistral-22B](https://huggingface.co/TroyDoesAI/BlackSheep-Mistral-22B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  # Primary RP & Character Interaction (Higher weights for core functionality)
+  
+  - model: TroyDoesAI/BlackSheep-Mistral-22B
+    parameters:
+      weight: 0.24
+      density: 0.73
+  
+  - model: Kaoeiri/MS_Moingooistral-2409-22B
+    parameters:
+      weight: 0.23
+      density: 0.75
+  
+  - model: anthracite-org/magnum-v4-22b
+    parameters:
+      weight: 0.95
+      density: 0.84
+
+  # Combat & Adventure Elements
+  - model: Kaoeiri/MS-Inky-2409-22B
+    parameters:
+      weight: 0.21
+      density: 0.72
+  
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.19
+      density: 0.70
+
+  # Nature & Character Development
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.21
+      density: 0.70
+  
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.22
+      density: 0.69
+
+  # Future & Fantasy Elements
+  - model: Kaoeiri/MS_fujin-2409-22B
+    parameters:
+      weight: 0.16
+      density: 0.68
+  
+  - model: Kaoeiri/MS_springydragon-2409-22B
+    parameters:
+      weight: 0.17
+      density: 0.71
+  
+  - model: Kaoeiri/MS_dampf-2409-22B
+    parameters:
+      weight: 0.17
+      density: 0.71
+
+  # Technical Enhancement
+  - model: Kaoeiri/MS-Physician-2409-22B
+    parameters:
+      weight: 0.10
+      density: 0.67
+
+  # Story Writing & Spellcraft
+  - model: hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+    parameters:
+      weight: 0.18
+      density: 0.67
+
+  # Additional RP Models
+  - model: Gryphe/Pantheon-RP-1.6.2-22b-Small
+    parameters:
+      weight: 0.13
+      density: 0.65
+  
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.12
+      density: 0.63
+  
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.11
+      density: 0.63
+
+  # Community & Specialized RP
+  - model: Jellywibble/MistralSmall1500CTXDummy
+    parameters:
+      weight: 0.04
+      density: 0.60
+  
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.27
+      density: 0.70
+
+  # Anatomy & Character Detail
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.27
+      density: 0.71
+
+  # Fantasy & Mermaid Elements
+  - model: TroyDoesAI/BlackSheep-MermaidMistral-22B
+    parameters:
+      weight: 0.24
+      density: 0.70
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+
+parameters:
+  density: 0.85
+  epsilon: 0.08
+  lambda: 1.25
+
+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:
+  # Primary RP & Character Interaction (Higher weights for core functionality)
+  
+  - model: TroyDoesAI/BlackSheep-Mistral-22B
+    parameters:
+      weight: 0.24
+      density: 0.73
+  
+  - model: Kaoeiri/MS_Moingooistral-2409-22B
+    parameters:
+      weight: 0.23
+      density: 0.75
+  
+  - model: anthracite-org/magnum-v4-22b
+    parameters:
+      weight: 0.95
+      density: 0.84
+
+  # Combat & Adventure Elements
+  - model: Kaoeiri/MS-Inky-2409-22B
+    parameters:
+      weight: 0.21
+      density: 0.72
+  
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.19
+      density: 0.70
+
+  # Nature & Character Development
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.21
+      density: 0.70
+  
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.22
+      density: 0.69
+
+  # Future & Fantasy Elements
+  - model: Kaoeiri/MS_fujin-2409-22B
+    parameters:
+      weight: 0.16
+      density: 0.68
+  
+  - model: Kaoeiri/MS_springydragon-2409-22B
+    parameters:
+      weight: 0.17
+      density: 0.71
+  
+  - model: Kaoeiri/MS_dampf-2409-22B
+    parameters:
+      weight: 0.17
+      density: 0.71
+
+  # Technical Enhancement
+  - model: Kaoeiri/MS-Physician-2409-22B
+    parameters:
+      weight: 0.10
+      density: 0.67
+
+  # Story Writing & Spellcraft
+  - model: hf-100/Mistral-Small-Spellbound-StoryWriter-22B-instruct-0.2-chkpt-200-16-bit
+    parameters:
+      weight: 0.18
+      density: 0.67
+
+  # Additional RP Models
+  - model: Gryphe/Pantheon-RP-1.6.2-22b-Small
+    parameters:
+      weight: 0.13
+      density: 0.65
+  
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.12
+      density: 0.63
+  
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.11
+      density: 0.63
+
+  # Community & Specialized RP
+  - model: Jellywibble/MistralSmall1500CTXDummy
+    parameters:
+      weight: 0.04
+      density: 0.60
+  
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.27
+      density: 0.70
+
+  # Anatomy & Character Detail
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.27
+      density: 0.71
+
+  # Fantasy & Mermaid Elements
+  - model: TroyDoesAI/BlackSheep-MermaidMistral-22B
+    parameters:
+      weight: 0.24
+      density: 0.70
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+
+parameters:
+  density: 0.85
+  epsilon: 0.08
+  lambda: 1.25
+
+dtype: bfloat16
+tokenizer_source: union

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+  "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
+  }
+}