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README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+---
+
+# StarFuse-7B-DARE
+
+StarFuse-7B-DARE is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [FuseAI/FuseChat-7B-VaRM](https://huggingface.co/FuseAI/FuseChat-7B-VaRM)
+* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
+* [Weyaxi/Newton-7B](https://huggingface.co/Weyaxi/Newton-7B)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: openchat/openchat-3.5-0106
+    # No parameters necessary for base model
+  - model: FuseAI/FuseChat-7B-VaRM
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: Nexusflow/Starling-LM-7B-beta
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: Weyaxi/Newton-7B
+    parameters:
+      density: 0.5
+      weight: 0.5
+
+merge_method: dare_ties
+base_model: openchat/openchat-3.5-0106
+parameters:
+  int8_mask: true
+dtype: bfloat16
+```

added_tokens.json

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+}

config.json

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+{
+  "_name_or_path": "openchat/openchat-3.5-0106",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32002
+}

mergekit_config.yml

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+
+models:
+  - model: openchat/openchat-3.5-0106
+    # No parameters necessary for base model
+  - model: FuseAI/FuseChat-7B-VaRM
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: Nexusflow/Starling-LM-7B-beta
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: Weyaxi/Newton-7B
+    parameters:
+      density: 0.5
+      weight: 0.5
+
+merge_method: dare_ties
+base_model: openchat/openchat-3.5-0106
+parameters:
+  int8_mask: true
+dtype: bfloat16

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special_tokens_map.json

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