merge_method: ties base_model: meta-llama/Meta-Llama-3-8B-Instruct models: - model: defog/llama-3-sqlcoder-8b parameters: weight: - filter: mlp value: [0.25, 0.5, 0.5, 0.25] - filter: self_attn value: [0.25, 0.5, 0.5, 0] - value: [0.25, 0.5, 0.5, 0.25] density: 0.75 - model: meta-llama/Meta-Llama-3-8B-Instruct parameters: weight: - filter: mlp value: [0.75, 0.5, 0.5, 0.75] - filter: self_attn value: [0.75, 0.5, 0.5, 1] - value: [0.75, 0.5, 0.5, 0.75] density: 1.0 parameters: normalize: true int8_mask: true dtype: bfloat16