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Model: arcee-ai/Llama-3-Base-Instruct-Slerp
Source: Original Platform

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README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- meta-llama/Meta-Llama-3-8B
+- meta-llama/Meta-Llama-3-8B-Instruct
+---
+
+# llama-3-base-instruct-slerp
+
+llama-3-base-instruct-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [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, 32]
+        - model: meta-llama/Meta-Llama-3-8B-Instruct
+          layer_range: [0, 32]
+  merge_method: slerp
+  base_model: meta-llama/Meta-Llama-3-8B-Instruct
+  parameters:
+    t:
+      - filter: self_attn
+        value: [0, 0.5, 0.3, 0.7, 1]
+      - filter: mlp
+        value: [1, 0.5, 0.7, 0.3, 0]
+      - value: 0.5
+  dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128001,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.0",
+  "use_cache": true,
+  "vocab_size": 128256
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

mergekit_config.yml

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+
+  slices:
+    - sources:
+        - model: meta-llama/Meta-Llama-3-8B
+          layer_range: [0, 32]
+        - model: meta-llama/Meta-Llama-3-8B-Instruct
+          layer_range: [0, 32]
+  merge_method: slerp
+  base_model: meta-llama/Meta-Llama-3-8B-Instruct
+  parameters:
+    t:
+      - filter: self_attn
+        value: [0, 0.5, 0.3, 0.7, 1]
+      - filter: mlp
+        value: [1, 0.5, 0.7, 0.3, 0]
+      - value: 0.5
+  dtype: bfloat16
+

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|begin_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|end_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}