File size: 1,278 Bytes
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default_stage:
default_modifiers:
AWQModifier:
config_groups:
group_0:
targets: [Linear]
weights:
num_bits: 4
type: int
symmetric: true
group_size: 32
strategy: group
block_structure: null
dynamic: false
actorder: null
scale_dtype: null
zp_dtype: null
observer: mse
observer_kwargs: {}
input_activations: null
output_activations: null
format: null
targets: [Linear]
ignore: ['re:.*embed_tokens', 're:.*input_layernorm', 're:.*post_attention_layernorm',
're:.*norm', 're:.*lm_head', 're:.*multi_modal_projector.*', 're:.*vision_tower.*']
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
n_grid: 20
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