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README.md

@@ -6,31 +6,27 @@ tags:
 - lazymergekit
 base_model:
 - meta-llama/Meta-Llama-3-8B
-- meta-llama/Meta-Llama-3-8B-Instruct
+- meta-llama/Meta-Llama-3-8B
 ---
 
 # FrankenLlama-3-12B
 
 FrankenLlama-3-12B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
 * [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B)
-* [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
+* [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B)
 
 ## 🧩 Configuration
 
 ```yaml
-models:
-  - layer_range: [0, 40]
-    model: meta-llama/Meta-Llama-3-8B
-    parameters:
-      weight: 0.2
-  - layer_range: [0, 40]
-    model: meta-llama/Meta-Llama-3-8B-Instruct
-    parameters:
-      weight: 0.8
-merge_method: task_arithmetic
-base_model: meta-llama/Meta-Llama-3-8B
+slices:
+  - sources:
+    - model: meta-llama/Meta-Llama-3-8B
+      layer_range: [0, 24]
+  - sources:
+    - model: meta-llama/Meta-Llama-3-8B
+      layer_range: [8, 32]
+merge_method: passthrough
 dtype: bfloat16
-random_seed: 0
 ```
 
 ## 💻 Usage

config.json

@@ -14,7 +14,7 @@
   "max_position_embeddings": 8192,
   "model_type": "llama",
   "num_attention_heads": 32,
-  "num_hidden_layers": 32,
+  "num_hidden_layers": 48,
   "num_key_value_heads": 8,
   "pretraining_tp": 1,
   "rms_norm_eps": 1e-05,

mergekit_config.yml

@@ -1,14 +1,10 @@
 
-models:
-  - layer_range: [0, 40]
-    model: meta-llama/Meta-Llama-3-8B
-    parameters:
-      weight: 0.2
-  - layer_range: [0, 40]
-    model: meta-llama/Meta-Llama-3-8B-Instruct
-    parameters:
-      weight: 0.8
-merge_method: task_arithmetic
-base_model: meta-llama/Meta-Llama-3-8B
+slices:
+  - sources:
+    - model: meta-llama/Meta-Llama-3-8B
+      layer_range: [0, 24]
+  - sources:
+    - model: meta-llama/Meta-Llama-3-8B
+      layer_range: [8, 32]
+merge_method: passthrough
 dtype: bfloat16
-random_seed: 0

model.safetensors.index.json

@@ -1 +1 @@
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