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README.md

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+---
+base_model:
+- TheDrummer/Cydonia-22B-v1.2
+- TheDrummer/Cydonia-22B-v1.3
+- unsloth/Mistral-Small-Instruct-2409
+- rAIfle/Acolyte-LORA
+- Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
+- InferenceIllusionist/SorcererLM-22B
+- allura-org/MS-Meadowlark-22B
+- anthracite-org/magnum-v4-22b
+- TheDrummer/Cydonia-22B-v1.1
+- crestf411/MS-sunfall-v0.7.0
+- spow12/ChatWaifu_v2.0_22B
+- unsloth/Mistral-Small-Instruct-2409
+- Kaoeiri/Moingooistrial-22B-V1-Lora
+- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+- Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+- 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:
+* [TheDrummer/Cydonia-22B-v1.2](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2)
+* [TheDrummer/Cydonia-22B-v1.3](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3)
+* [unsloth/Mistral-Small-Instruct-2409](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) + [rAIfle/Acolyte-LORA](https://huggingface.co/rAIfle/Acolyte-LORA)
+* [Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small)
+* [InferenceIllusionist/SorcererLM-22B](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
+* [allura-org/MS-Meadowlark-22B](https://huggingface.co/allura-org/MS-Meadowlark-22B)
+* [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b)
+* [TheDrummer/Cydonia-22B-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
+* [crestf411/MS-sunfall-v0.7.0](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
+* [spow12/ChatWaifu_v2.0_22B](https://huggingface.co/spow12/ChatWaifu_v2.0_22B)
+* [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)
+* [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
+* [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 creativity
+      density: 0.7        # Matches revised influence for subtle creativity
+  - model: TheDrummer/Cydonia-22B-v1.2
+    parameters:
+      weight: 0.16        # Reduced weight to dial back creativity overlap
+      density: 0.68       # Harmonized with the roleplay model reductions
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: 0.18        # Further reduced to minimize intrusive elements
+      density: 0.68       # Balanced density for roleplay accuracy
+  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
+    parameters:
+      weight: 0.28        # Reduced for less dominance of storytelling tropes
+      density: 0.77       # Adjusted density for smoother integration
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.3         # Retained for its balanced creativity
+      density: 0.72       # Supports descriptive fluency and accuracy
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.27        # Intact to retain anime-style RP nuance
+      density: 0.7        # Unmodified for balance with other models
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.2         # Slight reduction to balance Japanese context influence
+      density: 0.58       # Fine-tuned to support overall coherence
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.25        # Reduced weight for a subtler dramatic tone
+      density: 0.74       # Balanced density for smoother blending
+  - model: unsloth/Mistral-Small-Instruct-2409+rAIfle/Acolyte-LORA
+    parameters:
+      weight: 0.24        # Slight reduction for subtler varied content inputs
+      density: 0.7        # Aligned density for balanced integration
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.23        # Reduced for a more cohesive stylistic approach
+      density: 0.74       # Matches weight reduction for smoother outputs
+  - model: unsloth/Mistral-Small-Instruct-2409+Kaoeiri/Moingooistrial-22B-V1-Lora
+    parameters:
+      weight: 0.26        # Slightly dialed back for monster and mythical content
+      density: 0.72       # Balanced for seamless integration
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.12        # Light touch to prevent overheating
+      density: 0.65       # Low density to avoid conflict with roleplay-heavy models
+
+merge_method: dare_ties  # Optimal for diverse and complex model blending
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.85          # Retained for logical and creative balance
+  epsilon: 0.09          # Small step size for smooth blending
+  lambda: 1.22           # Slightly adjusted scaling for refined sharpness
+dtype: bfloat16
+
+```

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:
+  - 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 creativity
+      density: 0.7        # Matches revised influence for subtle creativity
+  - model: TheDrummer/Cydonia-22B-v1.2
+    parameters:
+      weight: 0.16        # Reduced weight to dial back creativity overlap
+      density: 0.68       # Harmonized with the roleplay model reductions
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: 0.18        # Further reduced to minimize intrusive elements
+      density: 0.68       # Balanced density for roleplay accuracy
+  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
+    parameters:
+      weight: 0.28        # Reduced for less dominance of storytelling tropes
+      density: 0.77       # Adjusted density for smoother integration
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.3         # Retained for its balanced creativity
+      density: 0.72       # Supports descriptive fluency and accuracy
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.27        # Intact to retain anime-style RP nuance
+      density: 0.7        # Unmodified for balance with other models
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.2         # Slight reduction to balance Japanese context influence
+      density: 0.58       # Fine-tuned to support overall coherence
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.25        # Reduced weight for a subtler dramatic tone
+      density: 0.74       # Balanced density for smoother blending
+  - model: unsloth/Mistral-Small-Instruct-2409+rAIfle/Acolyte-LORA
+    parameters:
+      weight: 0.24        # Slight reduction for subtler varied content inputs
+      density: 0.7        # Aligned density for balanced integration
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.23        # Reduced for a more cohesive stylistic approach
+      density: 0.74       # Matches weight reduction for smoother outputs
+  - model: unsloth/Mistral-Small-Instruct-2409+Kaoeiri/Moingooistrial-22B-V1-Lora
+    parameters:
+      weight: 0.26        # Slightly dialed back for monster and mythical content
+      density: 0.72       # Balanced for seamless integration
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.12        # Light touch to prevent overheating
+      density: 0.65       # Low density to avoid conflict with roleplay-heavy models
+
+merge_method: dare_ties  # Optimal for diverse and complex model blending
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.85          # Retained for logical and creative balance
+  epsilon: 0.09          # Small step size for smooth blending
+  lambda: 1.22           # Slightly adjusted scaling for refined sharpness
+dtype: bfloat16

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