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

README.md

@@ -0,0 +1,146 @@
+---
+base_model:
+- Lambent/Gilded-Arsenic-12B
+- mergekit-community/MN-Sappho-j-12B
+- mergekit-community/MN-Hekate-Noctiluca-12B-v2
+- nbeerbower/mistral-nemo-gutenberg-12B-v4
+- nbeerbower/mistral-nemo-bophades-12B
+- mistralai/Mistral-Nemo-Base-2407
+- mergekit-community/MN-Hekate-Limenoskopos-17B
+- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mergekit-community/MN-Hekate-Noctiluca-12B-v2](https://huggingface.co/mergekit-community/MN-Hekate-Noctiluca-12B-v2) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Lambent/Gilded-Arsenic-12B](https://huggingface.co/Lambent/Gilded-Arsenic-12B)
+* [mergekit-community/MN-Sappho-j-12B](https://huggingface.co/mergekit-community/MN-Sappho-j-12B)
+* [nbeerbower/mistral-nemo-gutenberg-12B-v4](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4)
+* [nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B)
+* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
+* [mergekit-community/MN-Hekate-Limenoskopos-17B](https://huggingface.co/mergekit-community/MN-Hekate-Limenoskopos-17B)
+* [nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2](https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+out_dtype: bfloat16
+merge_method: model_stock
+base_model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+slices:
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [0, 12]
+      
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [12, 16]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [12, 16]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [12, 16]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [12, 16]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [12, 16]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [12, 16]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [16, 20]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [16, 20]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [16, 20]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [20, 24]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [20, 28]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [20, 28]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [20, 28]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [20, 28]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [20, 28]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [24, 32]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [36, 44]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [28, 32]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [28, 32]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [28, 32]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [28, 32]
+    - model: nbeerbower/mistral-nemo-bophades-12B
+      layer_range: [28, 32]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [28, 32]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [32, 36]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [44, 48]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [32, 40]
+      parameters:
+        weight: 2
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [32, 40]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [32, 40]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [32, 40]
+    - model: nbeerbower/mistral-nemo-bophades-12B
+      layer_range: [32, 40]
+    - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
+      layer_range: [32, 40]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [48, 56]
+      parameters:
+        weight: 3
+
+tokenizer:
+  source: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+```

config.json

@@ -0,0 +1,26 @@
+{
+  "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": "4.51.3",
+  "use_cache": true,
+  "vocab_size": 131075
+}

mergekit_config.yml

@@ -0,0 +1,104 @@
+out_dtype: bfloat16
+merge_method: model_stock
+base_model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+slices:
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [0, 12]
+      
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [12, 16]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [12, 16]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [12, 16]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [12, 16]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [12, 16]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [12, 16]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [16, 20]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [16, 20]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [16, 20]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [16, 20]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [20, 24]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [20, 28]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [20, 28]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [20, 28]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [20, 28]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [20, 28]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [24, 32]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [36, 44]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [28, 32]
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [28, 32]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [28, 32]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [28, 32]
+    - model: nbeerbower/mistral-nemo-bophades-12B
+      layer_range: [28, 32]
+    - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2
+      layer_range: [28, 32]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [32, 36]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [44, 48]
+
+  - sources:
+    - model: mergekit-community/MN-Hekate-Noctiluca-12B-v2
+      layer_range: [32, 40]
+      parameters:
+        weight: 2
+    - model: mergekit-community/MN-Sappho-j-12B
+      layer_range: [32, 40]
+    - model: mistralai/Mistral-Nemo-Base-2407
+      layer_range: [32, 40]
+      parameters:
+        weight: 0.5
+    - model: Lambent/Gilded-Arsenic-12B
+      layer_range: [32, 40]
+    - model: nbeerbower/mistral-nemo-bophades-12B
+      layer_range: [32, 40]
+    - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
+      layer_range: [32, 40]
+    - model: mergekit-community/MN-Hekate-Limenoskopos-17B
+      layer_range: [48, 56]
+      parameters:
+        weight: 3
+
+tokenizer:
+  source: mergekit-community/MN-Hekate-Noctiluca-12B-v2

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