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README.md

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+---
+base_model:
+- yamatazen/Himeyuri-Magnum-12B-v2
+- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
+- PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
+- EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
+- yamatazen/LoyalMaid-12B
+- inflatebot/MN-12B-Mag-Mell-R1
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [PocketDoc/Dans-PersonalityEngine-V1.1.0-12b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [yamatazen/Himeyuri-Magnum-12B-v2](https://huggingface.co/yamatazen/Himeyuri-Magnum-12B-v2)
+* [HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407](https://huggingface.co/HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407)
+* [EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math](https://huggingface.co/EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math)
+* [yamatazen/LoyalMaid-12B](https://huggingface.co/yamatazen/LoyalMaid-12B)
+* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
+models:
+  - model: yamatazen/Himeyuri-Magnum-12B-v2
+    parameters:
+      density: 1.0
+      weight: 1.0
+  - model: yamatazen/LoyalMaid-12B
+    parameters:
+      density: 0.75
+      weight: 1.0
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+    parameters:
+      density: 0.5
+      weight: 1.0
+  - model: EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
+    parameters:
+      density: 0.3
+      weight: 1.0
+  - model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
+    parameters:
+      density: 0.25
+      weight: 1.0
+merge_method: ties
+dtype: bfloat16
+parameters:
+  normalize: true
+```

config.json

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+{
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "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": "4.51.1",
+  "use_cache": false,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
+models:
+  - model: yamatazen/Himeyuri-Magnum-12B-v2
+    parameters:
+      density: 1.0
+      weight: 1.0
+  - model: yamatazen/LoyalMaid-12B
+    parameters:
+      density: 0.75
+      weight: 1.0
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+    parameters:
+      density: 0.5
+      weight: 1.0
+  - model: EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
+    parameters:
+      density: 0.3
+      weight: 1.0
+  - model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
+    parameters:
+      density: 0.25
+      weight: 1.0
+merge_method: ties
+dtype: bfloat16
+parameters:
+  normalize: true

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