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README.md

@@ -15,13 +15,12 @@ This is a merge of pre-trained language models created using [mergekit](https://
 ## Merge Details
 ### Merge Method
 
-This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
+This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [fatafix0000/aaa0](https://huggingface.co/fatafix0000/aaa0) as a base.
 
 ### Models Merged
 
 The following models were included in the merge:
 * [fatafix0000/aaa1](https://huggingface.co/fatafix0000/aaa1)
-* [fatafix0000/aaa0](https://huggingface.co/fatafix0000/aaa0)
 
 ### Configuration
 
@@ -30,14 +29,23 @@ The following YAML configuration was used to produce this model:
 ```yaml
 base_model: fatafix0000/aaa0
 dtype: float16
-merge_method: slerp
+merge_method: ties
 parameters:
-  t:
-  - filter: self_attn
-    value: [0.0, 0.5, 0.3, 0.7, 1.0]
-  - value: 0.5
+  int8_mask: 1.0
+  normalize: 1.0
 slices:
 - sources:
-  - layer_range: [0, 20]
+  - layer_range: [0, 40]
+    model: fatafix0000/aaa0
+    parameters:
+      density: [1.0, 0.7, 0.1]
+      weight: 1.0
+  - layer_range: [0, 40]
     model: fatafix0000/aaa1
+    parameters:
+      density: 0.33
+      weight:
+      - filter: mlp
+        value: 0.5
+      - value: 0.0
 ```

config.json

@@ -14,7 +14,7 @@
   "max_position_embeddings": 32768,
   "model_type": "mistral",
   "num_attention_heads": 32,
-  "num_hidden_layers": 20,
+  "num_hidden_layers": 40,
   "num_key_value_heads": 8,
   "pad_token_id": 11,
   "rms_norm_eps": 1e-05,

mergekit_config.yml

@@ -1,12 +1,21 @@
 base_model: fatafix0000/aaa0
 dtype: float16
-merge_method: slerp
+merge_method: ties
 parameters:
-  t:
-  - filter: self_attn
-    value: [0.0, 0.5, 0.3, 0.7, 1.0]
-  - value: 0.5
+  int8_mask: 1.0
+  normalize: 1.0
 slices:
 - sources:
-  - layer_range: [0, 20]
-    model: fatafix0000/aaa1
+  - layer_range: [0, 40]
+    model: fatafix0000/aaa0
+    parameters:
+      density: [1.0, 0.7, 0.1]
+      weight: 1.0
+  - layer_range: [0, 40]
+    model: fatafix0000/aaa1
+    parameters:
+      density: 0.33
+      weight:
+      - filter: mlp
+        value: 0.5
+      - value: 0.0

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