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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 +1,99 @@
+---
+base_model:
+- NewEden/nemo-erebus
+- nbeerbower/mistral-nemo-gutenberg-12B-v4
+- grimjim/mistralai-Mistral-Nemo-Instruct-2407
+- nbeerbower/mistral-nemo-bophades-12B
+- TheDrummer/UnslopNemo-12B-v4.1
+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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [NewEden/nemo-erebus](https://huggingface.co/NewEden/nemo-erebus) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nbeerbower/mistral-nemo-gutenberg-12B-v4](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4)
+* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407)
+* [nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B)
+* [TheDrummer/UnslopNemo-12B-v4.1](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4.1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters: 
+      density: 0.2
+      weight: 0.23
+  - model: nbeerbower/mistral-nemo-bophades-12B
+    parameters: 
+      density: 0.2
+      weight: 0.43
+  - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
+    parameters:
+      density: 0.2
+      weight: 0.43
+  - model: TheDrummer/UnslopNemo-12B-v4.1
+    parameters:
+      density: 0.5
+      weight: 0.63
+
+merge_method: task_arithmetic
+base_model: NewEden/nemo-erebus
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: bfloat16
+
+layer_parameters:
+  - range: [0, 10]
+    density_multiplier: 1.2
+  - range: [10, 20]
+    density_multiplier: 1.0
+  - range: [20, 30]
+    density_multiplier: 0.8
+  - range: [30, 40]
+    density_multiplier: 0.6
+
+regularization:
+  - method: gradient_penalty
+    scale: 0.05
+  - method: weight_clipping
+    clip_range: [-0.2, 0.2]
+  - method: random_noise
+    scale: 0.01
+  - method: attention_dropout
+    scale: 0.1
+
+postprocessing:
+  - operation: entropy_regularization
+    scale: 0.05
+  - operation: non_linear_scaling
+    parameters:
+      function: tanh
+  - operation: sharpening
+    intensity: 0.5
+  - operation: gaussian_smoothing
+    sigma: 1.5
+  - operation: normalize
+  - operation: dynamic_scaling
+    scale_range: [0.8, 1.2]
+  - operation: smoothing
+    parameters:
+      adaptive: true
+      range: [0.85, 1.15]
+      kernel_size: 5
+```

config.json

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+{
+  "_name_or_path": "NewEden/nemo-erebus",
+  "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,
+  "pad_token_id": 10,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "unsloth_version": "2024.12.9",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters: 
+      density: 0.2
+      weight: 0.23
+  - model: nbeerbower/mistral-nemo-bophades-12B
+    parameters: 
+      density: 0.2
+      weight: 0.43
+  - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
+    parameters:
+      density: 0.2
+      weight: 0.43
+  - model: TheDrummer/UnslopNemo-12B-v4.1
+    parameters:
+      density: 0.5
+      weight: 0.63
+
+merge_method: task_arithmetic
+base_model: NewEden/nemo-erebus
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: bfloat16
+
+layer_parameters:
+  - range: [0, 10]
+    density_multiplier: 1.2
+  - range: [10, 20]
+    density_multiplier: 1.0
+  - range: [20, 30]
+    density_multiplier: 0.8
+  - range: [30, 40]
+    density_multiplier: 0.6
+
+regularization:
+  - method: gradient_penalty
+    scale: 0.05
+  - method: weight_clipping
+    clip_range: [-0.2, 0.2]
+  - method: random_noise
+    scale: 0.01
+  - method: attention_dropout
+    scale: 0.1
+
+postprocessing:
+  - operation: entropy_regularization
+    scale: 0.05
+  - operation: non_linear_scaling
+    parameters:
+      function: tanh
+  - operation: sharpening
+    intensity: 0.5
+  - operation: gaussian_smoothing
+    sigma: 1.5
+  - operation: normalize
+  - operation: dynamic_scaling
+    scale_range: [0.8, 1.2]
+  - operation: smoothing
+    parameters:
+      adaptive: true
+      range: [0.85, 1.15]
+      kernel_size: 5

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special_tokens_map.json

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tokenizer.json

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