Added types to logit processor list and stop criteria list
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1 changed files with 10 additions and 11 deletions
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@ -4,7 +4,7 @@ import uuid
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import time
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import math
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import multiprocessing
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from typing import List, Optional, Union, Generator, Sequence, Iterator, Deque, Tuple
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from typing import List, Optional, Union, Generator, Sequence, Iterator, Deque, Tuple, Callable
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from collections import deque, OrderedDict
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from . import llama_cpp
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@ -316,12 +316,11 @@ class Llama:
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mirostat_tau: llama_cpp.c_float,
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mirostat_eta: llama_cpp.c_float,
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penalize_nl: bool = True,
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logits_processors=None
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logits_processors: List[Callable[[List[llama_cpp.c_int], List[llama_cpp.c_float]], List[float]]] = None
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):
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assert self.ctx is not None
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assert len(self.eval_logits) > 0
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if logits_processors == None:
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if logits_processors is None:
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logits_processors = []
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n_vocab = self.n_vocab()
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@ -445,7 +444,7 @@ class Llama:
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mirostat_eta: float = 0.1,
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mirostat_tau: float = 5.0,
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penalize_nl: bool = True,
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logits_processors=None
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logits_processors: List[Callable[[List[llama_cpp.c_int], List[llama_cpp.c_float]], List[float]]] = None
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):
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"""Sample a token from the model.
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@ -497,7 +496,7 @@ class Llama:
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mirostat_mode: int = 0,
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mirostat_tau: float = 5.0,
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mirostat_eta: float = 0.1,
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logits_processors=None
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logits_processors: List[Callable[[List[llama_cpp.c_int], List[llama_cpp.c_float]], List[float]]] = None
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) -> Generator[int, Optional[Sequence[int]], None]:
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"""Create a generator of tokens from a prompt.
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@ -652,12 +651,12 @@ class Llama:
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mirostat_tau: float = 5.0,
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mirostat_eta: float = 0.1,
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model: Optional[str] = None,
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logits_processors=None,
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stopping_criterias=None
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logits_processors: List[Callable[[List[llama_cpp.c_int], List[llama_cpp.c_float]], List[float]]] = None,
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stopping_criterias: List[Callable[[List[int], List[llama_cpp.c_float]], bool]] = None,
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) -> Union[Iterator[Completion], Iterator[CompletionChunk]]:
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assert self.ctx is not None
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if stopping_criterias == None:
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if stopping_criterias is None:
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stopping_criterias = []
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completion_id: str = f"cmpl-{str(uuid.uuid4())}"
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@ -1036,8 +1035,8 @@ class Llama:
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mirostat_tau: float = 5.0,
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mirostat_eta: float = 0.1,
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model: Optional[str] = None,
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logits_processors=None,
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stopping_criterias=None
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logits_processors: List[Callable[[List[llama_cpp.c_int], List[llama_cpp.c_float]], List[float]]] = None,
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stopping_criterias: List[Callable[[List[int], List[llama_cpp.c_float]], bool]] = None
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) -> Union[Completion, Iterator[CompletionChunk]]:
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"""Generate text from a prompt.
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