diff --git a/buzz/model_loader.py b/buzz/model_loader.py index 2094e5b4a..9312394b2 100644 --- a/buzz/model_loader.py +++ b/buzz/model_loader.py @@ -50,6 +50,7 @@ class WhisperModelSize(str, enum.Enum): LARGE = "large" LARGEV2 = "large-v2" LARGEV3 = "large-v3" + LARGEV3TURBO = "large-v3-turbo" CUSTOM = "custom" def to_faster_whisper_model_size(self) -> str: diff --git a/buzz/transformers_whisper.py b/buzz/transformers_whisper.py index 804bf7e9e..0b7c6da26 100644 --- a/buzz/transformers_whisper.py +++ b/buzz/transformers_whisper.py @@ -170,7 +170,7 @@ def transcribe( use_safetensors = len(safetensors_files) > 0 model = AutoModelForSpeechSeq2Seq.from_pretrained( - self.model_id, torch_dtype=torch_dtype, use_safetensors=use_safetensors + self.model_id, torch_dtype=torch_dtype, low_cpu_mem_usage=True, use_safetensors=use_safetensors ) model.generation_config.language = language diff --git a/buzz/widgets/preferences_dialog/models_preferences_widget.py b/buzz/widgets/preferences_dialog/models_preferences_widget.py index 5f569f541..26ab5f83a 100644 --- a/buzz/widgets/preferences_dialog/models_preferences_widget.py +++ b/buzz/widgets/preferences_dialog/models_preferences_widget.py @@ -181,6 +181,11 @@ def reset(self): model_size == WhisperModelSize.CUSTOM): continue + # Skip turbo model for Faste Whisper and Whisper.cpp + if (self.model.model_type in {ModelType.FASTER_WHISPER, ModelType.WHISPER_CPP} and + model_size == WhisperModelSize.LARGEV3TURBO): + continue + model = TranscriptionModel( model_type=self.model.model_type, whisper_model_size=WhisperModelSize(model_size), diff --git a/buzz/widgets/transcriber/transcription_options_group_box.py b/buzz/widgets/transcriber/transcription_options_group_box.py index 32b32cd10..e7737e9e3 100644 --- a/buzz/widgets/transcriber/transcription_options_group_box.py +++ b/buzz/widgets/transcriber/transcription_options_group_box.py @@ -51,7 +51,7 @@ def __init__( self.whisper_model_size_combo_box = QComboBox(self) self.whisper_model_size_combo_box.addItems( - [size.value.title() for size in WhisperModelSize if size != WhisperModelSize.CUSTOM] + [size.value.title() for size in WhisperModelSize if size not in {WhisperModelSize.CUSTOM, WhisperModelSize.LARGEV3TURBO}] ) self.whisper_model_size_combo_box.currentTextChanged.connect( self.on_whisper_model_size_changed @@ -141,6 +141,10 @@ def reset_visible_rows(self): and whisper_model_size == WhisperModelSize.CUSTOM), ) + if model_type == ModelType.WHISPER: + if self.whisper_model_size_combo_box.findText(WhisperModelSize.LARGEV3TURBO.value.title()) == -1: + self.whisper_model_size_combo_box.addItem(WhisperModelSize.LARGEV3TURBO.value.title()) + custom_model_index = (self.whisper_model_size_combo_box .findText(WhisperModelSize.CUSTOM.value.title())) if (model_type == ModelType.WHISPER diff --git a/poetry.lock b/poetry.lock index ad7fb9861..94ee7a50e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,36 @@ # This file is automatically 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