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4 changes: 3 additions & 1 deletion src/transformers/cache_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -631,8 +631,10 @@ def __init__(self) -> None:
def prefetch_layer(self, layer_idx: int):
"Starts prefetching the next layer cache"
if layer_idx < len(self):
with self.prefetch_stream if is_torch_greater_or_equal("2.7", accept_dev=True) else torch.cuda.stream(
with (
self.prefetch_stream
if is_torch_greater_or_equal("2.7", accept_dev=True)
else torch.cuda.stream(self.prefetch_stream)
):
# Prefetch next layer tensors to GPU
device = self.original_device[layer_idx]
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Original file line number Diff line number Diff line change
Expand Up @@ -129,7 +129,7 @@ def __call__(
if audio is not None:
# ensure we have as much audios as audio tokens
num_audio_tokens = sum(sample.count(self.audio_token) for sample in text)
num_audios = 1 if type(audio) == np.ndarray else len(audio)
num_audios = 1 if type(audio) is np.ndarray else len(audio)
if num_audio_tokens != num_audios:
raise ValueError(
f"Found {num_audio_tokens} {self.audio_token} token{'s' if num_audio_tokens > 1 else ''} in provided text but received {num_audios} audio{'s' if num_audios > 1 else ''}"
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