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@@ -38,24 +38,24 @@ The following YAML configuration was used to produce this model:
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  models:
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  - model: qingy2019/Qwen2.5-Math-14B-Instruct
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  parameters:
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- weight: 0.35 # Strong performance in GPQA, MUSR, and MMLU-PRO
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- density: 0.6 # Retain 60% of significant parameters
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  - model: arcee-ai/Virtuoso-Small
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  parameters:
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- weight: 0.30 # Exceptional IFEval and MATH Level 5 capabilities
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- density: 0.6 # Retain 60% of significant parameters
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  - model: CultriX/Qwen2.5-14B-MegaMerge-pt2
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  parameters:
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- weight: 0.20 # Balanced contributions to Truthful QA and MMLU
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- density: 0.5 # Retain 50% of significant parameters
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  - model: CultriX/SeQwence-14B
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  parameters:
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- weight: 0.15 # Provides diverse data and generalization
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- density: 0.4 # Retain 40% of significant parameters
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  - model: v000000/Qwen2.5-Lumen-14B
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  parameters:
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- weight: 0.10 # Enhances creative and narrative tasks
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- density: 0.5 # Retain 50% for task diversity
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  base_model: Qwen/Qwen2.5-14B
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  merge_method: dare_ties
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  parameters:
 
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  models:
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  - model: qingy2019/Qwen2.5-Math-14B-Instruct
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  parameters:
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+ weight: 0.35
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+ density: 0.6
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  - model: arcee-ai/Virtuoso-Small
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  parameters:
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+ weight: 0.30
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+ density: 0.6
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  - model: CultriX/Qwen2.5-14B-MegaMerge-pt2
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  parameters:
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+ weight: 0.20
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+ density: 0.5
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  - model: CultriX/SeQwence-14B
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  parameters:
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+ weight: 0.15
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+ density: 0.4
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  - model: v000000/Qwen2.5-Lumen-14B
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  parameters:
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+ weight: 0.10
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+ density: 0.5
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  base_model: Qwen/Qwen2.5-14B
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  merge_method: dare_ties
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  parameters: