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README.md

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+---
+base_model:
+- mistralai/Mistral-7B-v0.1
+- cognitivecomputations/dolphin-2.2.1-mistral-7b
+- Open-Orca/Mistral-7B-OpenOrca
+- openchat/openchat-3.5-0106
+- mlabonne/NeuralHermes-2.5-Mistral-7B
+- GreenNode/GreenNode-mini-7B-multilingual-v1olet
+- berkeley-nest/Starling-LM-7B-alpha
+- viethq188/LeoScorpius-7B-Chat-DPO
+- meta-math/MetaMath-Mistral-7B
+- Intel/neural-chat-7b-v3-3
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Moza-7B-v1.0
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b)
+* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
+* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
+* [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B)
+* [GreenNode/GreenNode-mini-7B-multilingual-v1olet](https://huggingface.co/GreenNode/GreenNode-mini-7B-multilingual-v1olet)
+* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
+* [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO)
+* [meta-math/MetaMath-Mistral-7B](https://huggingface.co/meta-math/MetaMath-Mistral-7B)
+* [Intel/neural-chat-7b-v3-3](https://huggingface.co/Intel/neural-chat-7b-v3-3)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: mistralai/Mistral-7B-v0.1
+models:
+  - model: mlabonne/NeuralHermes-2.5-Mistral-7B
+    parameters:
+      density: 0.63
+      weight: 0.83
+  - model: Intel/neural-chat-7b-v3-3
+    parameters:
+      density: 0.63
+      weight: 0.74
+  - model: meta-math/MetaMath-Mistral-7B
+    parameters:
+      density: 0.63
+      weight: 0.22
+  - model: openchat/openchat-3.5-0106
+    parameters:
+      density: 0.63
+      weight: 0.37
+  - model: Open-Orca/Mistral-7B-OpenOrca
+    parameters:
+      density: 0.63
+      weight: 0.76
+  - model: cognitivecomputations/dolphin-2.2.1-mistral-7b
+    parameters:
+      density: 0.63
+      weight: 0.69
+  - model: viethq188/LeoScorpius-7B-Chat-DPO
+    parameters:
+      density: 0.63
+      weight: 0.38
+  - model: GreenNode/GreenNode-mini-7B-multilingual-v1olet
+    parameters:
+      density: 0.63
+      weight: 0.13
+  - model: berkeley-nest/Starling-LM-7B-alpha
+    parameters:
+      density: 0.63
+      weight: 0.33
+merge_method: dare_ties
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-v0.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "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": "4.37.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: mistralai/Mistral-7B-v0.1
+models:
+  - model: mlabonne/NeuralHermes-2.5-Mistral-7B
+    parameters:
+      density: 0.63
+      weight: 0.83
+  - model: Intel/neural-chat-7b-v3-3
+    parameters:
+      density: 0.63
+      weight: 0.74
+  - model: meta-math/MetaMath-Mistral-7B
+    parameters:
+      density: 0.63
+      weight: 0.22
+  - model: openchat/openchat-3.5-0106
+    parameters:
+      density: 0.63
+      weight: 0.37
+  - model: Open-Orca/Mistral-7B-OpenOrca
+    parameters:
+      density: 0.63
+      weight: 0.76
+  - model: cognitivecomputations/dolphin-2.2.1-mistral-7b
+    parameters:
+      density: 0.63
+      weight: 0.69
+  - model: viethq188/LeoScorpius-7B-Chat-DPO
+    parameters:
+      density: 0.63
+      weight: 0.38
+  - model: GreenNode/GreenNode-mini-7B-multilingual-v1olet
+    parameters:
+      density: 0.63
+      weight: 0.13
+  - model: berkeley-nest/Starling-LM-7B-alpha
+    parameters:
+      density: 0.63
+      weight: 0.33
+merge_method: dare_ties
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16

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