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+ ---
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+ tags:
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+ - merge
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+ - mergekit
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+ - lazymergekit
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+ - senseable/Westlake-7B-v2
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+ - decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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+ - mlabonne/NeuralMarcoro14-7B
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+ base_model:
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+ - senseable/Westlake-7B-v2
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+ - decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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+ - mlabonne/NeuralMarcoro14-7B
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+ license: apache-2.0
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+ ---
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+
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+ # WestOrcaNeuralMarco-DPO-v2-DARETIES-7B
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+
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+ WestOrcaNeuralMarco-DPO-v2-DARETIES-7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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+ * [senseable/Westlake-7B-v2](https://huggingface.co/senseable/Westlake-7B-v2)
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+ * [decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP](https://huggingface.co/decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP)
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+ * [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ models:
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+ - model: mistralai/Mistral-7B-v0.1
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+ # No parameters necessary for base model
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+ - model: senseable/Westlake-7B-v2
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+ parameters:
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+ density: 0.73
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+ weight: 0.4
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+ - model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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+ parameters:
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+ density: 0.55
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+ weight: 0.3
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+ - model: mlabonne/NeuralMarcoro14-7B
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+ parameters:
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+ density: 0.45
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: mistralai/Mistral-7B-v0.1
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+ parameters:
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+ int8_mask: true
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+ dtype: bfloat16
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+
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+ ```
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+
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+ Credit to Maxime Labonne and his excellent blog [https://mlabonne.github.io/blog/](https://mlabonne.github.io/blog/).