File size: 1,279 Bytes
f0a941c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | quant_stage:
quant_modifiers:
AWQModifier:
mappings:
- smooth_layer: re:.*input_layernorm$
balance_layers: ['re:.*q_proj$', 're:.*k_proj$', 're:.*v_proj$']
activation_hook_target: null
- smooth_layer: re:.*v_proj$
balance_layers: ['re:.*o_proj$']
activation_hook_target: null
- smooth_layer: re:.*post_attention_layernorm$
balance_layers: ['re:.*gate_proj$', 're:.*up_proj$']
activation_hook_target: null
- smooth_layer: re:.*up_proj$
balance_layers: ['re:.*down_proj$']
activation_hook_target: null
duo_scaling: both
n_grid: 20
QuantizationModifier:
config_groups:
group_0:
targets: [Linear]
weights:
num_bits: 4
type: int
symmetric: true
group_size: 128
strategy: group
block_structure: null
dynamic: false
actorder: null
scale_dtype: null
zp_dtype: null
observer: memoryless_minmax
observer_kwargs: {}
input_activations: null
output_activations: null
format: null
targets: [Linear]
ignore: [lm_head]
bypass_divisibility_checks: false
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