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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 +1,195 @@
+---
+base_model:
+- bamec66557/VICIOUS_MESH-12B-BETA
+- bamec66557/VICIOUS_MESH-12B-OMEGA
+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 SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [bamec66557/VICIOUS_MESH-12B-BETA](https://huggingface.co/bamec66557/VICIOUS_MESH-12B-BETA)
+* [bamec66557/VICIOUS_MESH-12B-OMEGA](https://huggingface.co/bamec66557/VICIOUS_MESH-12B-OMEGA)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: bamec66557/VICIOUS_MESH-12B-OMEGA
+dtype: bfloat16
+merge_method: slerp
+tokenizer_source: base
+
+# Slices Configuration (Layer-Specific Merging)
+slices:
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [0, 5]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [0, 5]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.85, 0.88, 0.91, 0.94, 0.97]
+        - name: mlp
+          value: [0.9, 0.92, 0.95, 0.98, 1.0]
+        - name: layer_norm
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [5, 10]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [5, 10]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.8, 0.83, 0.86, 0.89, 0.92]
+        - name: mlp
+          value: [0.88, 0.91, 0.94, 0.97, 1.0]
+        - name: layer_norm
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [10, 15]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [10, 15]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: mlp
+          value: [0.85, 0.88, 0.91, 0.94, 0.97]
+        - name: layer_norm
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [15, 20]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [15, 20]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.72, 0.75, 0.78, 0.81, 0.84]
+        - name: mlp
+          value: [0.8, 0.83, 0.86, 0.89, 0.92]
+        - name: layer_norm
+          value: [0.6, 0.63, 0.66, 0.69, 0.72]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [20, 25]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [20, 25]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: mlp
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: layer_norm
+          value: [0.55, 0.58, 0.61, 0.64, 0.67]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [25, 30]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [25, 30]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.68, 0.71, 0.74, 0.77, 0.8]
+        - name: mlp
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: layer_norm
+          value: [0.5, 0.53, 0.56, 0.59, 0.62]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [30, 35]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [30, 35]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: mlp
+          value: [0.68, 0.71, 0.74, 0.77, 0.8]
+        - name: layer_norm
+          value: [0.45, 0.48, 0.51, 0.54, 0.57]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [35, 40]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [35, 40]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.6, 0.63, 0.66, 0.69, 0.72]
+        - name: mlp
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: layer_norm
+          value: [0.4, 0.43, 0.46, 0.49, 0.52]
+        - name: embed_tokens
+          value: [1.0]
+
+# Regularization
+regularization:
+  - method: weight_clipping
+    clip_range: [-0.1, 0.1]
+  - method: random_noise
+    scale: 0.003
+  - method: attention_dropout
+    scale: 0.05
+  - method: gradient_clipping
+    clip_norm: 1.0
+
+# Postprocessing
+postprocessing:
+  - operation: non_linear_scaling
+    parameters:
+      function: tanh
+  - operation: sharpening
+    intensity: 0.4
+  - operation: gaussian_smoothing
+    sigma: 1.0
+  - operation: normalize
+  - operation: dynamic_scaling
+    scale_range: [0.85, 1.15]
+  - operation: smoothing
+    parameters:
+      adaptive: true
+      range: [0.9, 1.1]
+      kernel_size: 3
+
+```

config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "bamec66557/VICIOUS_MESH-12B-OMEGA",
+  "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 +1,163 @@
+base_model: bamec66557/VICIOUS_MESH-12B-OMEGA
+dtype: bfloat16
+merge_method: slerp
+tokenizer_source: base
+
+# Slices Configuration (Layer-Specific Merging)
+slices:
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [0, 5]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [0, 5]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.85, 0.88, 0.91, 0.94, 0.97]
+        - name: mlp
+          value: [0.9, 0.92, 0.95, 0.98, 1.0]
+        - name: layer_norm
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [5, 10]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [5, 10]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.8, 0.83, 0.86, 0.89, 0.92]
+        - name: mlp
+          value: [0.88, 0.91, 0.94, 0.97, 1.0]
+        - name: layer_norm
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [10, 15]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [10, 15]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: mlp
+          value: [0.85, 0.88, 0.91, 0.94, 0.97]
+        - name: layer_norm
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [15, 20]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [15, 20]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.72, 0.75, 0.78, 0.81, 0.84]
+        - name: mlp
+          value: [0.8, 0.83, 0.86, 0.89, 0.92]
+        - name: layer_norm
+          value: [0.6, 0.63, 0.66, 0.69, 0.72]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [20, 25]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [20, 25]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: mlp
+          value: [0.75, 0.78, 0.81, 0.84, 0.87]
+        - name: layer_norm
+          value: [0.55, 0.58, 0.61, 0.64, 0.67]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [25, 30]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [25, 30]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.68, 0.71, 0.74, 0.77, 0.8]
+        - name: mlp
+          value: [0.7, 0.73, 0.76, 0.79, 0.82]
+        - name: layer_norm
+          value: [0.5, 0.53, 0.56, 0.59, 0.62]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [30, 35]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [30, 35]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: mlp
+          value: [0.68, 0.71, 0.74, 0.77, 0.8]
+        - name: layer_norm
+          value: [0.45, 0.48, 0.51, 0.54, 0.57]
+        - name: embed_tokens
+          value: [1.0]
+
+  - sources:
+      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
+        layer_range: [35, 40]
+      - model: bamec66557/VICIOUS_MESH-12B-BETA
+        layer_range: [35, 40]
+    parameters:
+      t:
+        - name: self_attn
+          value: [0.6, 0.63, 0.66, 0.69, 0.72]
+        - name: mlp
+          value: [0.65, 0.68, 0.71, 0.74, 0.77]
+        - name: layer_norm
+          value: [0.4, 0.43, 0.46, 0.49, 0.52]
+        - name: embed_tokens
+          value: [1.0]
+
+# Regularization
+regularization:
+  - method: weight_clipping
+    clip_range: [-0.1, 0.1]
+  - method: random_noise
+    scale: 0.003
+  - method: attention_dropout
+    scale: 0.05
+  - method: gradient_clipping
+    clip_norm: 1.0
+
+# Postprocessing
+postprocessing:
+  - operation: non_linear_scaling
+    parameters:
+      function: tanh
+  - operation: sharpening
+    intensity: 0.4
+  - operation: gaussian_smoothing
+    sigma: 1.0
+  - operation: normalize
+  - operation: dynamic_scaling
+    scale_range: [0.85, 1.15]
+  - operation: smoothing
+    parameters:
+      adaptive: true
+      range: [0.9, 1.1]
+      kernel_size: 3

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