lmflow.utils.flash_attention.bloom_flash_attention

Module Contents

Functions

forward(self, hidden_states, residual, alibi, ...[, ...])
_prepare_attn_mask(→ torch.BoolTensor)
replace_bloom_attn_with_flash_attn()

lmflow.utils.flash_attention.bloom_flash_attention.forward(self, hidden_states: torch.Tensor, residual: torch.Tensor, alibi: torch.Tensor, attention_mask: torch.Tensor, layer_past: Tuple[torch.Tensor, torch.Tensor] | None = None, head_mask: torch.Tensor | None = None, use_cache: bool = False, output_attentions: bool = False)

lmflow.utils.flash_attention.bloom_flash_attention._prepare_attn_mask(self, attention_mask: torch.Tensor, input_shape: Tuple[int, int], past_key_values_length: int) → torch.BoolTensor

lmflow.utils.flash_attention.bloom_flash_attention.replace_bloom_attn_with_flash_attn()