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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,47 @@
+---
+base_model:
+- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+- Fizzarolli/MN-12b-Sunrose
+- anthracite-org/magnum-v4-12b
+- mistralai/Mistral-Nemo-Instruct-2407
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# inferonev0.1
+
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2](https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2)
+* [Fizzarolli/MN-12b-Sunrose](https://huggingface.co/Fizzarolli/MN-12b-Sunrose)
+* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+dtype: bfloat16
+merge_method: model_stock
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: Fizzarolli/MN-12b-Sunrose
+  - layer_range: [0, 40]
+    model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+  - layer_range: [0, 40]
+    model: anthracite-org/magnum-v4-12b
+  - layer_range: [0, 40]
+    model: mistralai/Mistral-Nemo-Instruct-2407
+```

config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "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": 131072,
+  "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": "4.46.2",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

@@ -0,0 +1,13 @@
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+dtype: bfloat16
+merge_method: model_stock
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: Fizzarolli/MN-12b-Sunrose
+  - layer_range: [0, 40]
+    model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+  - layer_range: [0, 40]
+    model: anthracite-org/magnum-v4-12b
+  - layer_range: [0, 40]
+    model: mistralai/Mistral-Nemo-Instruct-2407

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