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README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- lazymergekit
+- BeaverAI/mistral-doryV2-12b
+- NeverSleep/Lumimaid-v0.2-12B
+- intervitens/mini-magnum-12b-v1.1
+- grimjim/mistralai-Mistral-Nemo-Instruct-2407
+---
+
+# NemoMix-12B-DellaV1a
+
+NemoMix-12B-DellaV1a is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [BeaverAI/mistral-doryV2-12b](https://huggingface.co/BeaverAI/mistral-doryV2-12b)
+* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
+* [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1)
+* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: BeaverAI/mistral-doryV2-12b
+    parameters:
+      weight: 0.20
+      density: 0.42
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      weight: 0.22
+      density: 0.54
+  - model: intervitens/mini-magnum-12b-v1.1
+    parameters:
+      weight: 0.24
+      density: 0.66
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.34
+      density: 0.78
+merge_method: della
+base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+parameters:
+  int8_mask: true
+  epsilon: 0.1  
+  lambda: 1.0   
+  density: 0.7
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "grimjim/mistralai-Mistral-Nemo-Instruct-2407",
+  "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": "4.43.3",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+
+models:
+  - model: BeaverAI/mistral-doryV2-12b
+    parameters:
+      weight: 0.20
+      density: 0.42
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      weight: 0.22
+      density: 0.54
+  - model: intervitens/mini-magnum-12b-v1.1
+    parameters:
+      weight: 0.24
+      density: 0.66
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.34
+      density: 0.78
+merge_method: della
+base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+parameters:
+  int8_mask: true
+  epsilon: 0.1  
+  lambda: 1.0   
+  density: 0.7
+dtype: bfloat16
+

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