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21 changes: 15 additions & 6 deletions llama_cpp/llama.py
Original file line number Diff line number Diff line change
Expand Up @@ -526,8 +526,8 @@ def free_lora_adapter():
self.n_tokens = 0
self.input_ids: npt.NDArray[np.intc] = np.ndarray((n_ctx,), dtype=np.intc)
self.scores: npt.NDArray[np.single] = np.ndarray(
(n_ctx if logits_all == True else n_batch, self._n_vocab), dtype=np.single
)
(n_ctx, self._n_vocab), dtype=np.single
) if self._logits_all else None

self._mirostat_mu = ctypes.c_float(
2.0 * 5.0
Expand Down Expand Up @@ -638,6 +638,10 @@ def _input_ids(self) -> npt.NDArray[np.intc]:

@property
def _scores(self) -> npt.NDArray[np.single]:
if not self._logits_all:
raise RuntimeError(
"Llama model must be created with logits_all=True to call this method"
)
return self.scores[: self.n_tokens, :]

@property
Expand All @@ -646,6 +650,10 @@ def eval_tokens(self) -> Deque[int]:

@property
def eval_logits(self) -> Deque[List[float]]:
if not self._logits_all:
raise RuntimeError(
"Llama model must be created with logits_all=True to call this method"
)
return deque(
self.scores[: self.n_tokens, :].tolist(),
maxlen=self._n_ctx if self._logits_all else 1,
Expand Down Expand Up @@ -2434,10 +2442,11 @@ def save_state(self) -> LlamaState:
)

def load_state(self, state: LlamaState) -> None:
# Only filling in up to `n_tokens` and then zero-ing out the rest
self.scores[: state.n_tokens, :] = state.scores.copy()
rest = self.scores[state.n_tokens :, :]
rest[rest > 0] = 0.0
if self._logits_all:
# Only filling in up to `n_tokens` and then zero-ing out the rest
self.scores[: state.n_tokens, :] = state.scores.copy()
rest = self.scores[state.n_tokens :, :]
rest[rest > 0] = 0.0
self.input_ids = state.input_ids.copy()
self.n_tokens = state.n_tokens
self._seed = state.seed
Expand Down
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