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README.md

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+---
+base_model:
+- anthracite-org/magnum-v2.5-12b-kto
+- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
+- NeverSleep/Lumimaid-v0.2-12B
+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 [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct](https://huggingface.co/VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct)
+* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: anthracite-org/magnum-v2.5-12b-kto
+    #no parameters necessary for base model
+  - model: VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      density: 0.5
+      weight: 0.5
+
+merge_method: dare_ties
+base_model: anthracite-org/magnum-v2.5-12b-kto
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: float16
+```

config.json

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+{
+  "_name_or_path": "anthracite-org/magnum-v2.5-12b-kto",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 15,
+  "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": "float16",
+  "transformers_version": "4.44.1",
+  "use_cache": false,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+models:
+  - model: anthracite-org/magnum-v2.5-12b-kto
+    #no parameters necessary for base model
+  - model: VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      density: 0.5
+      weight: 0.5
+
+merge_method: dare_ties
+base_model: anthracite-org/magnum-v2.5-12b-kto
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: float16

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