slices: # Group 1 (layers 0-3 to 0-2) - sources: - model: m-a-p/neo_7b layer_range: [0, 0] - model: DewEfresh/neo_7b layer_range: [3, 3] - sources: - model: m-a-p/neo_7b layer_range: [1, 1] - model: DewEfresh/neo_7b layer_range: [3, 3] - sources: - model: m-a-p/neo_7b layer_range: [2, 2] - model: DewEfresh/neo_7b layer_range: [3, 3] # Group 2 (layers 4-7 to 3-5) - sources: - model: m-a-p/neo_7b layer_range: [3, 3] - model: DewEfresh/neo_7b layer_range: [7, 7] - sources: - model: m-a-p/neo_7b layer_range: [4, 4] - model: DewEfresh/neo_7b layer_range: [7, 7] - sources: - model: m-a-p/neo_7b layer_range: [5, 5] - model: DewEfresh/neo_7b layer_range: [7, 7] # Group 3 (layers 8-11 to 6-8) - sources: - model: m-a-p/neo_7b layer_range: [6, 6] - model: DewEfresh/neo_7b layer_range: [11, 11] - sources: - model: m-a-p/neo_7b layer_range: [7, 7] - model: DewEfresh/neo_7b layer_range: [11, 11] - sources: - model: m-a-p/neo_7b layer_range: [8, 8] - model: DewEfresh/neo_7b layer_range: [11, 11] # Group 4 (layers 12-15 to 9-11) - sources: - model: m-a-p/neo_7b layer_range: [9, 9] - model: DewEfresh/neo_7b layer_range: [15, 15] - sources: - model: m-a-p/neo_7b layer_range: [10, 10] - model: DewEfresh/neo_7b layer_range: [15, 15] - sources: - model: m-a-p/neo_7b layer_range: [11, 11] - model: DewEfresh/neo_7b layer_range: [15, 15] # Group 5 (layers 16-19 to 12-14) - sources: - model: m-a-p/neo_7b layer_range: [12, 12] - model: DewEfresh/neo_7b layer_range: [19, 19] - sources: - model: m-a-p/neo_7b layer_range: [13, 13] - model: DewEfresh/neo_7b layer_range: [19, 19] - sources: - model: m-a-p/neo_7b layer_range: [14, 14] - model: DewEfresh/neo_7b layer_range: [19, 19] # Group 6 (layers 20-23 to 15-17) - sources: - model: m-a-p/neo_7b layer_range: [15, 15] - model: DewEfresh/neo_7b layer_range: [23, 23] - sources: - model: m-a-p/neo_7b layer_range: [16, 16] - model: DewEfresh/neo_7b layer_range: [23, 23] - sources: - model: m-a-p/neo_7b layer_range: [17, 17] - model: DewEfresh/neo_7b layer_range: [23, 23] # Group 7 (layers 24-27 to 18-20) - sources: - model: m-a-p/neo_7b layer_range: [18, 18] - model: DewEfresh/neo_7b layer_range: [27, 27] - sources: - model: m-a-p/neo_7b layer_range: [19, 19] - model: DewEfresh/neo_7b layer_range: [27, 27] - sources: - model: m-a-p/neo_7b layer_range: [20, 20] - model: DewEfresh/neo_7b layer_range: [27, 27] merge_method: slerp base_model: m-a-p/neo_7b parameters: t: - 0.75 # Weight for m-a-p/neo_7b layer - 0.25 # Weight for the 4th DewEfresh/neo_7b layer being merged dtype: bfloat16 output_path: ./merged_reduced_map_dewefresh_neo_7b model_config: architectures: ["LlamaForCausalLM"] attention_bias: false attention_dropout: 0.0 hidden_act: "silu" hidden_size: 3072 intermediate_size: 24576 max_position_embeddings: 8192 model_type: "llama" num_attention_heads: 16 num_hidden_layers: 21 # Reduced from 28 to 21 num_key_value_heads: 16 rms_norm_eps: 1e-05 rope_theta: 10000.0 use_cache: true vocab_size: 64256