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flashinfer: pass window size and dtype (#2574)

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Daniël de Kok 2024-09-28 18:41:41 +02:00 committed by GitHub
parent 5b6b74e21d
commit 1028996fb3
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GPG Key ID: B5690EEEBB952194
2 changed files with 17 additions and 6 deletions
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19
server/text_generation_server/layers/attention/flashinfer.py
View File

@ -50,7 +50,8 @@ def use_prefill_with_paged_kv_state(
num_kv_heads: int, num_kv_heads: int,
head_size: int, head_size: int,
page_size: int, page_size: int,
query_dtype: str = "float16", dtype: torch.dtype,
window_left: int,
): ):
""" """
Context manager to set the active flashinfer prefill state to the given Context manager to set the active flashinfer prefill state to the given
@ -90,8 +91,9 @@ def use_prefill_with_paged_kv_state(
num_qo_heads=num_heads, num_qo_heads=num_heads,
num_kv_heads=num_kv_heads, num_kv_heads=num_kv_heads,
head_dim=head_size, head_dim=head_size,
q_data_type=query_dtype, q_data_type=dtype,
page_size=page_size, page_size=page_size,
window_left=window_left,
) )
yield yield
finally: finally:
@ -119,7 +121,8 @@ def use_prefill_state(
num_heads: int, num_heads: int,
num_kv_heads: int, num_kv_heads: int,
head_size: int, head_size: int,
query_dtype: str = "float16", dtype: torch.dtype,
window_left: int,
): ):
""" """
Context manager to set the active flashinfer prefill state to the given Context manager to set the active flashinfer prefill state to the given
@ -135,7 +138,8 @@ def use_prefill_state(
num_qo_heads=num_heads, num_qo_heads=num_heads,
num_kv_heads=num_kv_heads, num_kv_heads=num_kv_heads,
head_dim=head_size, head_dim=head_size,
q_data_type=query_dtype, q_data_type=dtype,
window_left=window_left,
) )
yield yield
finally: finally:
@ -200,7 +204,8 @@ def use_decode_state(
num_kv_heads: int, num_kv_heads: int,
head_size: int, head_size: int,
page_size: int, page_size: int,
query_dtype: str = "float16", dtype: torch.dtype,
window_left: int,
): ):
""" """
Context manager to set the active flashinfer decoding state to the given Context manager to set the active flashinfer decoding state to the given
@ -235,7 +240,9 @@ def use_decode_state(
num_kv_heads=num_kv_heads, num_kv_heads=num_kv_heads,
head_dim=head_size, head_dim=head_size,
page_size=page_size, page_size=page_size,
q_data_type=query_dtype, data_type=dtype,
q_data_type=dtype,
window_left=window_left,
) )
yield yield
finally: finally:

4
server/text_generation_server/models/flash_causal_lm.py
View File

@ -1960,6 +1960,8 @@ class FlashCausalLM(Model):
num_kv_heads=self.num_kv_heads, num_kv_heads=self.num_kv_heads,
head_size=self.head_size, head_size=self.head_size,
page_size=BLOCK_SIZE, page_size=BLOCK_SIZE,
dtype=self.dtype,
window_left=self.sliding_window,
) )
else: else:
assert input_lengths_tensor is not None assert input_lengths_tensor is not None
@ -1971,6 +1973,8 @@ class FlashCausalLM(Model):
num_kv_heads=self.num_kv_heads, num_kv_heads=self.num_kv_heads,
head_size=self.head_size, head_size=self.head_size,
page_size=BLOCK_SIZE, page_size=BLOCK_SIZE,
dtype=self.dtype,
window_left=self.sliding_window,
) )