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README.md

@@ -6,27 +6,31 @@ tags:
 - lazymergekit
 base_model:
 - meta-llama/Meta-Llama-3-8B
-- meta-llama/Meta-Llama-3-8B
+- meta-llama/Meta-Llama-3-8B-Instruct
 ---
 
 # 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](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)
 
 ## 🧩 Configuration
 
 ```yaml
-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
+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
 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": 48,
+  "num_hidden_layers": 32,
   "num_key_value_heads": 8,
   "pretraining_tp": 1,
   "rms_norm_eps": 1e-05,

mergekit_config.yml

@@ -1,10 +1,14 @@
 
-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
+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
 dtype: bfloat16
+random_seed: 0

model-00001-of-00002.safetensors

@@ -0,0 +1,3 @@
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+oid sha256:de4e4126c8178103d2caa7c592157067a164dffdc3ffe0e641224b6ce55ade32
+size 9976501400

model-00002-of-00002.safetensors

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+size 6084055000

model.safetensors.index.json

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