Add decoding params
This commit is contained in:
30
cacheflow/decoding.py
Normal file
30
cacheflow/decoding.py
Normal file
@ -0,0 +1,30 @@
|
||||
from typing import List
|
||||
|
||||
|
||||
class DecodingParams:
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
n: int = 1,
|
||||
temperature: float = 1.0,
|
||||
top_p: float = 1.0,
|
||||
use_beam_search: bool = False,
|
||||
stop_token_ids: List[int] = [],
|
||||
) -> None:
|
||||
assert n >= 1
|
||||
assert temperature >= 0.0
|
||||
assert 0.0 < top_p <= 1.0
|
||||
if use_beam_search:
|
||||
assert n > 1
|
||||
assert temperature > 0.0
|
||||
assert top_p == 1.0
|
||||
elif temperature == 0.0:
|
||||
# Zero temperature means greedy decoding.
|
||||
assert n == 1
|
||||
assert top_p == 1.0
|
||||
|
||||
self.n = n
|
||||
self.temperature = temperature
|
||||
self.top_p = top_p
|
||||
self.use_beam_search = use_beam_search
|
||||
self.stop_token_ids = stop_token_ids
|
Reference in New Issue
Block a user