File size: 1,191 Bytes
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default_stage:
default_modifiers:
AWQModifier:
config_groups:
group_0:
targets: [Linear]
weights:
num_bits: 8
type: int
symmetric: true
group_size: 32
strategy: group
block_structure: null
dynamic: false
actorder: null
observer: minmax
observer_kwargs: {}
input_activations: null
output_activations: null
format: null
targets: [Linear]
ignore: ['re:.*embed_tokens', 're:.*input_layernorm$', 're:.*mlp[.]gate$', 're:.*post_attention_layernorm$',
're:.*norm$', 're:model[.]visual.*', lm_head]
mappings:
- smooth_layer: re:.*input_layernorm$
balance_layers: ['re:.*q_proj$', 're:.*k_proj$', 're:.*v_proj$']
- smooth_layer: re:.*v_proj$
balance_layers: ['re:.*o_proj$']
- smooth_layer: re:.*post_attention_layernorm$
balance_layers: ['re:.*gate_proj$', 're:.*up_proj$']
- smooth_layer: re:.*up_proj$
balance_layers: ['re:.*down_proj$']
offload_device: !!python/object/apply:torch.device [cpu]
duo_scaling: true
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