File size: 3,247 Bytes
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slices:
# Group 1
- sources:
- model: m-a-p/neo_7b
layer_range: [0, 0]
- model: m-a-p/neo_7b
layer_range: [3, 3]
- sources:
- model: m-a-p/neo_7b
layer_range: [1, 1]
- model: m-a-p/neo_7b
layer_range: [3, 3]
- sources:
- model: m-a-p/neo_7b
layer_range: [2, 2]
- model: m-a-p/neo_7b
layer_range: [3, 3]
# Group 2
- sources:
- model: m-a-p/neo_7b
layer_range: [4, 4]
- model: m-a-p/neo_7b
layer_range: [7, 7]
- sources:
- model: m-a-p/neo_7b
layer_range: [5, 5]
- model: m-a-p/neo_7b
layer_range: [7, 7]
- sources:
- model: m-a-p/neo_7b
layer_range: [6, 6]
- model: m-a-p/neo_7b
layer_range: [7, 7]
# Group 3
- sources:
- model: m-a-p/neo_7b
layer_range: [8, 8]
- model: m-a-p/neo_7b
layer_range: [11, 11]
- sources:
- model: m-a-p/neo_7b
layer_range: [9, 9]
- model: m-a-p/neo_7b
layer_range: [11, 11]
- sources:
- model: m-a-p/neo_7b
layer_range: [10, 10]
- model: m-a-p/neo_7b
layer_range: [11, 11]
# Group 4
- sources:
- model: m-a-p/neo_7b
layer_range: [12, 12]
- model: m-a-p/neo_7b
layer_range: [15, 15]
- sources:
- model: m-a-p/neo_7b
layer_range: [13, 13]
- model: m-a-p/neo_7b
layer_range: [15, 15]
- sources:
- model: m-a-p/neo_7b
layer_range: [14, 14]
- model: m-a-p/neo_7b
layer_range: [15, 15]
# Group 5
- sources:
- model: m-a-p/neo_7b
layer_range: [16, 16]
- model: m-a-p/neo_7b
layer_range: [19, 19]
- sources:
- model: m-a-p/neo_7b
layer_range: [17, 17]
- model: m-a-p/neo_7b
layer_range: [19, 19]
- sources:
- model: m-a-p/neo_7b
layer_range: [18, 18]
- model: m-a-p/neo_7b
layer_range: [19, 19]
# Group 6
- sources:
- model: m-a-p/neo_7b
layer_range: [20, 20]
- model: m-a-p/neo_7b
layer_range: [23, 23]
- sources:
- model: m-a-p/neo_7b
layer_range: [21, 21]
- model: m-a-p/neo_7b
layer_range: [23, 23]
- sources:
- model: m-a-p/neo_7b
layer_range: [22, 22]
- model: m-a-p/neo_7b
layer_range: [23, 23]
# Group 7 (last group)
- sources:
- model: m-a-p/neo_7b
layer_range: [24, 24]
- model: m-a-p/neo_7b
layer_range: [27, 27]
- sources:
- model: m-a-p/neo_7b
layer_range: [25, 25]
- model: m-a-p/neo_7b
layer_range: [27, 27]
- sources:
- model: m-a-p/neo_7b
layer_range: [26, 26]
- model: m-a-p/neo_7b
layer_range: [27, 27]
merge_method: slerp
base_model: m-a-p/neo_7b
parameters:
t: 0.3333 # Apply 1/3 of the 4th layer to each of the previous 3 layers
dtype: bfloat16
output_path: ./merged_redistributed_neo_7b
model_config:
num_hidden_layers: 21
attention_bias: false
attention_dropout: 0.0
hidden_act: "silu"
hidden_size: 3072
intermediate_size: 24576
num_attention_heads: 16
num_key_value_heads: 16
rms_norm_eps: 1e-05
rope_theta: 10000.0
use_cache: true
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