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models:
- model: bunnycore/Best-Mix-Llama-3.1-8B
parameters:
density: [1, 0.7, 0.5] # density gradient, focusing on overall balance
weight: 1.0
- model: USTC-KnowledgeComputingLab/Llama3-KALE-LM-Chem-1.5-8B
parameters:
density: 0.6 # chemistry focus with significant contribution
weight: [0.3, 0.7, 1.0] # weight gradient, increasing focus on chemistry tasks
- model: Weyaxi/Einstein-v6.1-Llama3-8B
parameters:
density: 0.4 # focus on conversational adaptability and long-form generation
weight:
- filter: mlp
value: 0.5 # stronger contribution to MLP tasks
- filter: self_attn
value: 0.7 # slightly higher weight on attention mechanisms
- value: 0.5 # balanced contribution for general tasks
merge_method: ties
base_model: bunnycore/Best-Mix-Llama-3.1-8B
parameters:
normalize: true
int8_mask: true
dtype: float16
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