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README.md

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+---
+base_model:
+- anthracite-org/magnum-v2.5-12b-kto
+- nbeerbower/mistral-nemo-gutenberg-12B-v3
+- TheDrummer/Rocinante-12B-v1
+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 della_linear 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:
+* [nbeerbower/mistral-nemo-gutenberg-12B-v3](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v3)
+* [TheDrummer/Rocinante-12B-v1](https://huggingface.co/TheDrummer/Rocinante-12B-v1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: nbeerbower/mistral-nemo-gutenberg-12B-v3
+    parameters:
+      weight: 0.30
+      density: 0.90
+  - model: anthracite-org/magnum-v2.5-12b-kto
+    parameters:
+      weight: 0.40
+      density: 0.95
+  - model: TheDrummer/Rocinante-12B-v1
+    parameters:
+      weight: 0.20
+      density: 0.45
+merge_method: della_linear
+base_model: anthracite-org/magnum-v2.5-12b-kto
+parameters:
+  int8_mask: true
+  epsilon: 0.05
+  lambda: 1
+dtype: bfloat16
+```

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": "bfloat16",
+  "transformers_version": "4.44.1",
+  "use_cache": false,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+models:
+  - model: nbeerbower/mistral-nemo-gutenberg-12B-v3
+    parameters:
+      weight: 0.30
+      density: 0.90
+  - model: anthracite-org/magnum-v2.5-12b-kto
+    parameters:
+      weight: 0.40
+      density: 0.95
+  - model: TheDrummer/Rocinante-12B-v1
+    parameters:
+      weight: 0.20
+      density: 0.45
+merge_method: della_linear
+base_model: anthracite-org/magnum-v2.5-12b-kto
+parameters:
+  int8_mask: true
+  epsilon: 0.05
+  lambda: 1
+dtype: bfloat16

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