Jan-code-4b-AWQ-8bit / recipe.yaml
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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
scale_dtype: null
zp_dtype: null
observer: mse
observer_kwargs: {}
input_activations: null
output_activations: null
format: null
targets: [Linear]
ignore: [lm_head]
bypass_divisibility_checks: false
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
offload_device: !!python/object/apply:torch.device [cuda]
duo_scaling: true
n_grid: 20