from ._base import BaseGPTQForCausalLM


class BloomGPTQForCausalLM(BaseGPTQForCausalLM):
    layer_type = "BloomBlock"
    layers_block_name = "transformer.h"
    outside_layer_modules = [
        "transformer.word_embeddings",
        "transformer.word_embeddings_layernorm",
        "transformer.ln_f",
    ]
    inside_layer_modules = [
        ["self_attention.query_key_value"],
        ["self_attention.dense"],
        ["mlp.dense_h_to_4h"],
        ["mlp.dense_4h_to_h"],
    ]


__all__ = ["BloomGPTQForCausalLM"]