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README.md

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+---
+tags:
+- merge
+- mergekit
+---
+
+# NeuraLake-m7-v2-7B⚡
+
+NeuraLake-m7-v2-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
+* [chargoddard/loyal-piano-m7](https://huggingface.co/chargoddard/loyal-piano-m7)
+* [macadeliccc/WestLake-7B-v2-laser-truthy-dpo](https://huggingface.co/macadeliccc/WestLake-7B-v2-laser-truthy-dpo)
+* [athirdpath/NSFW_DPO_vmgb-7b](https://huggingface.co/athirdpath/NSFW_DPO_vmgb-7b)
+
+## 🛠️ Configuration
+
+```yaml
+models:
+  - model: mistralai/Mistral-7B-v0.1
+    # No parameters necessary for base model
+    
+  - model: mlabonne/NeuralBeagle14-7B
+    parameters:
+      weight: 0.3
+      density: 0.8
+  - model: chargoddard/loyal-piano-m7
+    parameters:
+      weight: 0.4
+      density: 0.8
+  - model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
+    parameters:
+      weight: 0.3
+      density: 0.4
+  - model: athirdpath/NSFW_DPO_vmgb-7b
+    parameters:
+      weight: 0.2
+      density: 0.4
+merge_method: dare_ties
+base_model: mistralai/Mistral-7B-v0.1
+parameters:
+  int8_mask: true
+  # normalize: true
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-v0.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+models:
+  - model: mistralai/Mistral-7B-v0.1
+    # No parameters necessary for base model
+    
+  - model: mlabonne/NeuralBeagle14-7B
+    parameters:
+      weight: 0.3
+      density: 0.8
+  - model: chargoddard/loyal-piano-m7
+    parameters:
+      weight: 0.4
+      density: 0.8
+  - model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
+    parameters:
+      weight: 0.3
+      density: 0.4
+  - model: athirdpath/NSFW_DPO_vmgb-7b
+    parameters:
+      weight: 0.2
+      density: 0.4
+merge_method: dare_ties
+base_model: mistralai/Mistral-7B-v0.1
+parameters:
+  int8_mask: true
+  # normalize: true
+dtype: bfloat16

model-00001-of-00002.safetensors

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