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quant_stage:
quant_modifiers:
SmoothQuantModifier:
smoothing_strength: 0.8
mappings:
- !!python/tuple
- ['re:.*q_proj', 're:.*k_proj', 're:.*v_proj']
- re:.*input_layernorm
- !!python/tuple
- ['re:.*gate_proj', 're:.*up_proj']
- re:.*post_attention_layernorm
ignore: []
GPTQModifier:
config_groups:
group_0:
targets: [Linear]
weights:
num_bits: 8
type: int
symmetric: true
group_size: null
strategy: channel
block_structure: null
dynamic: false
actorder: null
scale_dtype: null
zp_dtype: null
observer: minmax
observer_kwargs: {}
input_activations:
num_bits: 8
type: int
symmetric: true
group_size: null
strategy: tensor
block_structure: null
dynamic: false
actorder: null
scale_dtype: null
zp_dtype: null
observer: minmax
observer_kwargs: {}
output_activations: null
format: null
targets: [Linear]
ignore: [lm_head]
block_size: 128
dampening_frac: 0.01
offload_hessians: false