From c60e72d2b504a477797d183790eb74fb4fc9b019 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Thu, 2 Oct 2025 03:58:54 -0700 Subject: [PATCH 01/15] add mlx-whisper support --- docling/datamodel/asr_model_specs.py | 179 +++++++++++++++--- .../datamodel/pipeline_options_asr_model.py | 21 +- docling/pipeline/asr_pipeline.py | 135 +++++++++++++ docs/examples/minimal_asr_pipeline.py | 16 +- pyproject.toml | 1 + uv.lock | 51 +++-- 6 files changed, 350 insertions(+), 53 deletions(-) diff --git a/docling/datamodel/asr_model_specs.py b/docling/datamodel/asr_model_specs.py index 426b585107..eb0a536ea9 100644 --- a/docling/datamodel/asr_model_specs.py +++ b/docling/datamodel/asr_model_specs.py @@ -11,6 +11,7 @@ # ApiAsrOptions, InferenceAsrFramework, InlineAsrNativeWhisperOptions, + InlineAsrMlxWhisperOptions, TransformersModelType, ) @@ -27,16 +28,54 @@ max_time_chunk=30.0, ) -WHISPER_SMALL = InlineAsrNativeWhisperOptions( - repo_id="small", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_small_model(): + """ + Get the best Whisper Small model for the current hardware. + + Automatically selects MLX Whisper Small for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Small. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-small-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="small", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_SMALL = _get_whisper_small_model() WHISPER_MEDIUM = InlineAsrNativeWhisperOptions( repo_id="medium", @@ -49,16 +88,54 @@ max_time_chunk=30.0, ) -WHISPER_BASE = InlineAsrNativeWhisperOptions( - repo_id="base", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_base_model(): + """ + Get the best Whisper Base model for the current hardware. + + Automatically selects MLX Whisper Base for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Base. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-base-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="base", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_BASE = _get_whisper_base_model() WHISPER_LARGE = InlineAsrNativeWhisperOptions( repo_id="large", @@ -71,16 +148,58 @@ max_time_chunk=30.0, ) -WHISPER_TURBO = InlineAsrNativeWhisperOptions( - repo_id="turbo", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_turbo_model(): + """ + Get the best Whisper Turbo model for the current hardware. + + Automatically selects MLX Whisper Turbo for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Turbo. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-turbo", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="turbo", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_TURBO = _get_whisper_turbo_model() + +# Note: MLX Whisper models are now automatically selected when using +# WHISPER_TURBO, WHISPER_BASE, WHISPER_SMALL, etc. on Apple Silicon systems +# with mlx-whisper installed. No need for separate MLX-specific model specs. class AsrModelType(str, Enum): diff --git a/docling/datamodel/pipeline_options_asr_model.py b/docling/datamodel/pipeline_options_asr_model.py index 20e2e45333..1fec9dfe4d 100644 --- a/docling/datamodel/pipeline_options_asr_model.py +++ b/docling/datamodel/pipeline_options_asr_model.py @@ -17,7 +17,7 @@ class BaseAsrOptions(BaseModel): class InferenceAsrFramework(str, Enum): - # MLX = "mlx" # disabled for now + MLX = "mlx" # TRANSFORMERS = "transformers" # disabled for now WHISPER = "whisper" @@ -55,3 +55,22 @@ class InlineAsrNativeWhisperOptions(InlineAsrOptions): AcceleratorDevice.CUDA, ] word_timestamps: bool = True + + +class InlineAsrMlxWhisperOptions(InlineAsrOptions): + """ + MLX Whisper options for Apple Silicon optimization. + + Uses mlx-whisper library for efficient inference on Apple Silicon devices. + """ + inference_framework: InferenceAsrFramework = InferenceAsrFramework.MLX + + language: str = "en" + task: str = "transcribe" # "transcribe" or "translate" + supported_devices: List[AcceleratorDevice] = [ + AcceleratorDevice.MPS, # MLX is optimized for Apple Silicon + ] + word_timestamps: bool = True + no_speech_threshold: float = 0.6 # Threshold for detecting speech + logprob_threshold: float = -1.0 # Log probability threshold + compression_ratio_threshold: float = 2.4 # Compression ratio threshold diff --git a/docling/pipeline/asr_pipeline.py b/docling/pipeline/asr_pipeline.py index 18bc5e89bc..7383e00d51 100644 --- a/docling/pipeline/asr_pipeline.py +++ b/docling/pipeline/asr_pipeline.py @@ -33,6 +33,7 @@ ) from docling.datamodel.pipeline_options_asr_model import ( InlineAsrNativeWhisperOptions, + InlineAsrMlxWhisperOptions, # AsrResponseFormat, InlineAsrOptions, ) @@ -228,6 +229,130 @@ def transcribe(self, fpath: Path) -> list[_ConversationItem]: return convo +class _MlxWhisperModel: + def __init__( + self, + enabled: bool, + artifacts_path: Optional[Path], + accelerator_options: AcceleratorOptions, + asr_options: InlineAsrMlxWhisperOptions, + ): + """ + Transcriber using MLX Whisper for Apple Silicon optimization. + """ + self.enabled = enabled + + _log.info(f"artifacts-path: {artifacts_path}") + _log.info(f"accelerator_options: {accelerator_options}") + + if self.enabled: + try: + import mlx_whisper # type: ignore + except ImportError: + raise ImportError( + "mlx-whisper is not installed. Please install it via `pip install mlx-whisper` or do `uv sync --extra asr`." + ) + self.asr_options = asr_options + self.mlx_whisper = mlx_whisper + + self.device = decide_device( + accelerator_options.device, + supported_devices=asr_options.supported_devices, + ) + _log.info(f"Available device for MLX Whisper: {self.device}") + + self.model_name = asr_options.repo_id + _log.info(f"loading _MlxWhisperModel({self.model_name})") + + # MLX Whisper models are loaded differently - they use HuggingFace repos + self.model_path = self.model_name + + # Store MLX-specific options + self.language = asr_options.language + self.task = asr_options.task + self.word_timestamps = asr_options.word_timestamps + self.no_speech_threshold = asr_options.no_speech_threshold + self.logprob_threshold = asr_options.logprob_threshold + self.compression_ratio_threshold = asr_options.compression_ratio_threshold + + def run(self, conv_res: ConversionResult) -> ConversionResult: + audio_path: Path = Path(conv_res.input.file).resolve() + + try: + conversation = self.transcribe(audio_path) + + # Ensure we have a proper DoclingDocument + origin = DocumentOrigin( + filename=conv_res.input.file.name or "audio.wav", + mimetype="audio/x-wav", + binary_hash=conv_res.input.document_hash, + ) + conv_res.document = DoclingDocument( + name=conv_res.input.file.stem or "audio.wav", origin=origin + ) + + for citem in conversation: + conv_res.document.add_text( + label=DocItemLabel.TEXT, text=citem.to_string() + ) + + conv_res.status = ConversionStatus.SUCCESS + return conv_res + + except Exception as exc: + _log.error(f"MLX Audio transcription has an error: {exc}") + + conv_res.status = ConversionStatus.FAILURE + return conv_res + + def transcribe(self, fpath: Path) -> list[_ConversationItem]: + """ + Transcribe audio using MLX Whisper. + + Args: + fpath: Path to audio file + + Returns: + List of conversation items with timestamps + """ + result = self.mlx_whisper.transcribe( + str(fpath), + path_or_hf_repo=self.model_path, + language=self.language, + task=self.task, + word_timestamps=self.word_timestamps, + no_speech_threshold=self.no_speech_threshold, + logprob_threshold=self.logprob_threshold, + compression_ratio_threshold=self.compression_ratio_threshold, + ) + + convo: list[_ConversationItem] = [] + + # MLX Whisper returns segments similar to native Whisper + for segment in result.get("segments", []): + item = _ConversationItem( + start_time=segment.get("start"), + end_time=segment.get("end"), + text=segment.get("text", "").strip(), + words=[] + ) + + # Add word-level timestamps if available + if self.word_timestamps and "words" in segment: + item.words = [] + for word_data in segment["words"]: + item.words.append( + _ConversationWord( + start_time=word_data.get("start"), + end_time=word_data.get("end"), + text=word_data.get("word", ""), + ) + ) + convo.append(item) + + return convo + + class AsrPipeline(BasePipeline): def __init__(self, pipeline_options: AsrPipelineOptions): super().__init__(pipeline_options) @@ -245,6 +370,16 @@ def __init__(self, pipeline_options: AsrPipelineOptions): accelerator_options=pipeline_options.accelerator_options, asr_options=asr_options, ) + elif isinstance(self.pipeline_options.asr_options, InlineAsrMlxWhisperOptions): + asr_options: InlineAsrMlxWhisperOptions = ( + self.pipeline_options.asr_options + ) + self._model = _MlxWhisperModel( + enabled=True, # must be always enabled for this pipeline to make sense. + artifacts_path=self.artifacts_path, + accelerator_options=pipeline_options.accelerator_options, + asr_options=asr_options, + ) else: _log.error(f"No model support for {self.pipeline_options.asr_options}") diff --git a/docs/examples/minimal_asr_pipeline.py b/docs/examples/minimal_asr_pipeline.py index a0687d24f0..5e08d0c2f8 100644 --- a/docs/examples/minimal_asr_pipeline.py +++ b/docs/examples/minimal_asr_pipeline.py @@ -15,7 +15,8 @@ # - The script prints the transcription to stdout. # # Customizing the model -# - Edit `get_asr_converter()` to switch `asr_model_specs` (e.g., language or model size). +# - The script automatically selects the best model for your hardware (MLX Whisper for Apple Silicon, native Whisper otherwise). +# - Edit `get_asr_converter()` to manually override `pipeline_options.asr_options` with any model from `asr_model_specs`. # - Keep `InputFormat.AUDIO` and `AsrPipeline` unchanged for a minimal setup. # # Input audio @@ -36,10 +37,15 @@ def get_asr_converter(): - """Create a DocumentConverter configured for ASR with a default model. - - Uses `asr_model_specs.WHISPER_TURBO` by default. You can swap in another - model spec from `docling.datamodel.asr_model_specs` to experiment. + """Create a DocumentConverter configured for ASR with automatic model selection. + + Uses `asr_model_specs.WHISPER_TURBO` which automatically selects the best + implementation for your hardware: + - MLX Whisper Turbo for Apple Silicon (M1/M2/M3) with mlx-whisper installed + - Native Whisper Turbo as fallback + + You can swap in another model spec from `docling.datamodel.asr_model_specs` + to experiment with different model sizes. """ pipeline_options = AsrPipelineOptions() pipeline_options.asr_options = asr_model_specs.WHISPER_TURBO diff --git a/pyproject.toml b/pyproject.toml index 0cdf2ac6bd..79520d6dd1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -106,6 +106,7 @@ rapidocr = [ # 'onnxruntime (>=1.7.0,<1.20.0) ; python_version < "3.10"', ] asr = [ + 'mlx-whisper>=0.4.3 ; python_version >= "3.10" and sys_platform == "darwin" and platform_machine == "arm64"', "openai-whisper>=20250625", ] diff --git a/uv.lock b/uv.lock index e213da6901..af8fc13a7f 100644 --- a/uv.lock +++ b/uv.lock @@ -1267,6 +1267,7 @@ dependencies = [ [package.optional-dependencies] asr = [ + { name = "mlx-whisper", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, { name = "openai-whisper" }, ] easyocr = [ @@ -1350,6 +1351,7 @@ requires-dist = [ { name = "lxml", specifier = ">=4.0.0,<6.0.0" }, { name = "marko", specifier = ">=2.1.2,<3.0.0" }, { name = "mlx-vlm", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'vlm'", specifier = ">=0.3.0,<1.0.0" }, + { name = "mlx-whisper", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'asr'", specifier = ">=0.4.3" }, { name = "ocrmac", marker = "sys_platform == 'darwin'", specifier = ">=1.0.0,<2.0.0" }, { name = "ocrmac", marker = "sys_platform == 'darwin' and extra == 'ocrmac'", specifier = ">=1.0.0,<2.0.0" }, { name = "onnxruntime", marker = "extra == 'rapidocr'", specifier = ">=1.7.0,<2.0.0" }, @@ -3497,6 +3499,26 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/21/28/5f8bf24989a21d022fbb7c5126f31764eda9e85abed30d7bc1916fc3bc0a/mlx_vlm-0.3.4-py3-none-any.whl", hash = "sha256:1ec7264ea7d9febfb0fd284ce81d2bdea241da647ee54d8b484362bfd2660df6", size = 332608, upload-time = "2025-10-14T08:01:10.392Z" }, ] +[[package]] +name = "mlx-whisper" +version = "0.4.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "huggingface-hub", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "mlx", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "more-itertools", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "numba", version = "0.62.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "tiktoken", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "torch", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, + { name = "tqdm", marker = "python_full_version >= '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/22/b7/a35232812a2ccfffcb7614ba96a91338551a660a0e9815cee668bf5743f0/mlx_whisper-0.4.3-py3-none-any.whl", hash = "sha256:6b82b6597a994643a3e5496c7bc229a672e5ca308458455bfe276e76ae024489", size = 890544, upload-time = "2025-08-29T14:56:13.815Z" }, +] + [[package]] name = "modelscope" version = "1.31.0" @@ -4377,9 +4399,9 @@ version = "1.0.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "click", version = "8.1.8", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" }, - 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{ name = "pyobjc-core" }, - { name = "pyobjc-framework-cocoa" }, + { name = "pyobjc-core", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, + { name = "pyobjc-framework-cocoa", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/c7/ac/6308fec6c9ffeda9942fef72724f4094c6df4933560f512e63eac37ebd30/pyobjc_framework_quartz-11.1.tar.gz", hash = "sha256:a57f35ccfc22ad48c87c5932818e583777ff7276605fef6afad0ac0741169f75", size = 3953275, upload-time = "2025-06-14T20:58:17.924Z" } wheels = [ @@ -5798,10 +5815,10 @@ name = "pyobjc-framework-vision" version = "11.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "pyobjc-core" }, - { name = "pyobjc-framework-cocoa" }, - { name = "pyobjc-framework-coreml" }, - { name = "pyobjc-framework-quartz" }, + { name = "pyobjc-core", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, + { name = "pyobjc-framework-cocoa", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, + { name = "pyobjc-framework-coreml", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, + { name = "pyobjc-framework-quartz", marker = "python_full_version < '3.10' or platform_machine != 'x86_64' or sys_platform != 'linux'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/40/a8/7128da4d0a0103cabe58910a7233e2f98d18c590b1d36d4b3efaaedba6b9/pyobjc_framework_vision-11.1.tar.gz", hash = "sha256:26590512ee7758da3056499062a344b8a351b178be66d4b719327884dde4216b", size = 133721, upload-time = "2025-06-14T20:58:46.095Z" } wheels = [ From 94803317a3807451de76996e2509fc58e1ecacb0 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Thu, 2 Oct 2025 04:29:30 -0700 Subject: [PATCH 02/15] added mlx-whisper example and test. update docling cli to use MLX automatically if present. --- docling/cli/main.py | 15 ++ docling/datamodel/asr_model_specs.py | 174 ++++++++++++++++++---- docs/examples/mlx_whisper_example.py | 129 +++++++++++++++++ tests/test_asr_mlx_whisper.py | 206 +++++++++++++++++++++++++++ 4 files changed, 494 insertions(+), 30 deletions(-) create mode 100644 docs/examples/mlx_whisper_example.py create mode 100644 tests/test_asr_mlx_whisper.py diff --git a/docling/cli/main.py b/docling/cli/main.py index 8f1b1cd68b..bcae0648a6 100644 --- a/docling/cli/main.py +++ b/docling/cli/main.py @@ -611,6 +611,17 @@ def convert( # noqa: C901 ocr_options.psm = psm accelerator_options = AcceleratorOptions(num_threads=num_threads, device=device) + + # Auto-detect pipeline based on input file formats + if pipeline == ProcessingPipeline.STANDARD: + # Check if any input files are audio files by extension + audio_extensions = {'.mp3', '.wav', '.m4a', '.aac', '.ogg', '.flac', '.mp4', '.avi', '.mov'} + for path in input_doc_paths: + if path.suffix.lower() in audio_extensions: + pipeline = ProcessingPipeline.ASR + _log.info(f"Auto-detected ASR pipeline for audio file: {path}") + break + # pipeline_options: PaginatedPipelineOptions pipeline_options: PipelineOptions @@ -749,6 +760,10 @@ def convert( # noqa: C901 elif pipeline == ProcessingPipeline.ASR: pipeline_options = AsrPipelineOptions( + accelerator_options=AcceleratorOptions( + device=device, + num_threads=num_threads, + ), # enable_remote_services=enable_remote_services, # artifacts_path = artifacts_path ) diff --git a/docling/datamodel/asr_model_specs.py b/docling/datamodel/asr_model_specs.py index eb0a536ea9..8b7f7a3cd9 100644 --- a/docling/datamodel/asr_model_specs.py +++ b/docling/datamodel/asr_model_specs.py @@ -17,16 +17,54 @@ _log = logging.getLogger(__name__) -WHISPER_TINY = InlineAsrNativeWhisperOptions( - repo_id="tiny", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_tiny_model(): + """ + Get the best Whisper Tiny model for the current hardware. + + Automatically selects MLX Whisper Tiny for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Tiny. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="tiny", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_TINY = _get_whisper_tiny_model() def _get_whisper_small_model(): """ @@ -77,16 +115,54 @@ def _get_whisper_small_model(): # Create the model instance WHISPER_SMALL = _get_whisper_small_model() -WHISPER_MEDIUM = InlineAsrNativeWhisperOptions( - repo_id="medium", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_medium_model(): + """ + Get the best Whisper Medium model for the current hardware. + + Automatically selects MLX Whisper Medium for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Medium. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-medium-mlx-8bit", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="medium", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_MEDIUM = _get_whisper_medium_model() def _get_whisper_base_model(): """ @@ -137,16 +213,54 @@ def _get_whisper_base_model(): # Create the model instance WHISPER_BASE = _get_whisper_base_model() -WHISPER_LARGE = InlineAsrNativeWhisperOptions( - repo_id="large", - inference_framework=InferenceAsrFramework.WHISPER, - verbose=True, - timestamps=True, - word_timestamps=True, - temperature=0.0, - max_new_tokens=256, - max_time_chunk=30.0, -) +def _get_whisper_large_model(): + """ + Get the best Whisper Large model for the current hardware. + + Automatically selects MLX Whisper Large for Apple Silicon (MPS) if available, + otherwise falls back to native Whisper Large. + """ + # Check if MPS is available (Apple Silicon) + try: + import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + # Check if mlx-whisper is available + try: + import mlx_whisper # type: ignore + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + # Use MLX Whisper if both MPS and mlx-whisper are available + if has_mps and has_mlx_whisper: + return InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-large-mlx-8bit", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + else: + return InlineAsrNativeWhisperOptions( + repo_id="large", + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +# Create the model instance +WHISPER_LARGE = _get_whisper_large_model() def _get_whisper_turbo_model(): """ diff --git a/docs/examples/mlx_whisper_example.py b/docs/examples/mlx_whisper_example.py new file mode 100644 index 0000000000..106eb708d7 --- /dev/null +++ b/docs/examples/mlx_whisper_example.py @@ -0,0 +1,129 @@ +#!/usr/bin/env python3 +""" +Example script demonstrating MLX Whisper integration for Apple Silicon. + +This script shows how to use the MLX Whisper models for speech recognition +on Apple Silicon devices with optimized performance. +""" + +import sys +from pathlib import Path + +# Add the repository root to the path so we can import docling +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +from docling.datamodel.asr_model_specs import ( + WHISPER_TINY, + WHISPER_BASE, + WHISPER_SMALL, + WHISPER_MEDIUM, + WHISPER_LARGE, + WHISPER_TURBO, +) +from docling.datamodel.accelerator_options import AcceleratorOptions, AcceleratorDevice +from docling.datamodel.base_models import InputFormat +from docling.datamodel.pipeline_options import AsrPipelineOptions +from docling.pipeline.asr_pipeline import AsrPipeline +from docling.document_converter import DocumentConverter, AudioFormatOption + + +def transcribe_audio_with_mlx_whisper(audio_file_path: str, model_size: str = "base"): + """ + Transcribe audio using Whisper models with automatic MLX optimization for Apple Silicon. + + Args: + audio_file_path: Path to the audio file to transcribe + model_size: Size of the Whisper model to use + ("tiny", "base", "small", "medium", "large", "turbo") + Note: MLX optimization is automatically used on Apple Silicon when available + + Returns: + The transcribed text + """ + # Select the appropriate Whisper model (automatically uses MLX on Apple Silicon) + model_map = { + "tiny": WHISPER_TINY, + "base": WHISPER_BASE, + "small": WHISPER_SMALL, + "medium": WHISPER_MEDIUM, + "large": WHISPER_LARGE, + "turbo": WHISPER_TURBO, + } + + if model_size not in model_map: + raise ValueError(f"Invalid model size: {model_size}. Choose from: {list(model_map.keys())}") + + asr_options = model_map[model_size] + + # Configure accelerator options for Apple Silicon + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) + + # Create pipeline options + pipeline_options = AsrPipelineOptions( + asr_options=asr_options, + accelerator_options=accelerator_options, + ) + + # Create document converter with MLX Whisper configuration + converter = DocumentConverter( + format_options={ + InputFormat.AUDIO: AudioFormatOption( + pipeline_cls=AsrPipeline, + pipeline_options=pipeline_options, + ) + } + ) + + # Run transcription + result = converter.convert(Path(audio_file_path)) + + if result.status.value == "success": + # Extract text from the document + text_content = [] + for item in result.document.texts: + text_content.append(item.text) + + return "\n".join(text_content) + else: + raise RuntimeError(f"Transcription failed: {result.status}") + + +def main(): + """Main function to demonstrate MLX Whisper usage.""" + if len(sys.argv) < 2: + print("Usage: python mlx_whisper_example.py [model_size]") + print("Model sizes: tiny, base, small, medium, large, turbo") + print("Example: python mlx_whisper_example.py audio.wav base") + sys.exit(1) + + audio_file_path = sys.argv[1] + model_size = sys.argv[2] if len(sys.argv) > 2 else "base" + + if not Path(audio_file_path).exists(): + print(f"Error: Audio file '{audio_file_path}' not found.") + sys.exit(1) + + try: + print(f"Transcribing '{audio_file_path}' using Whisper {model_size} model...") + print("Note: MLX optimization is automatically used on Apple Silicon when available.") + print() + + transcribed_text = transcribe_audio_with_mlx_whisper(audio_file_path, model_size) + + print("Transcription Result:") + print("=" * 50) + print(transcribed_text) + print("=" * 50) + + except ImportError as e: + print(f"Error: {e}") + print("Please install mlx-whisper: pip install mlx-whisper") + print("Or install with uv: uv sync --extra asr") + sys.exit(1) + except Exception as e: + print(f"Error during transcription: {e}") + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/tests/test_asr_mlx_whisper.py b/tests/test_asr_mlx_whisper.py new file mode 100644 index 0000000000..8d860182be --- /dev/null +++ b/tests/test_asr_mlx_whisper.py @@ -0,0 +1,206 @@ +""" +Test MLX Whisper integration for Apple Silicon ASR pipeline. +""" +import pytest +from pathlib import Path +from unittest.mock import Mock, patch + +from docling.datamodel.asr_model_specs import ( + WHISPER_TINY, + WHISPER_BASE, + WHISPER_SMALL, + WHISPER_MEDIUM, + WHISPER_LARGE, + WHISPER_TURBO, +) +from docling.datamodel.pipeline_options_asr_model import ( + InferenceAsrFramework, + InlineAsrMlxWhisperOptions, +) +from docling.datamodel.accelerator_options import AcceleratorOptions, AcceleratorDevice +from docling.pipeline.asr_pipeline import AsrPipeline, _MlxWhisperModel +from docling.datamodel.pipeline_options import AsrPipelineOptions + + +class TestMlxWhisperIntegration: + """Test MLX Whisper model integration.""" + + def test_mlx_whisper_options_creation(self): + """Test that MLX Whisper options are created correctly.""" + options = InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + language="en", + task="transcribe", + ) + + assert options.inference_framework == InferenceAsrFramework.MLX + assert options.repo_id == "mlx-community/whisper-tiny-mlx" + assert options.language == "en" + assert options.task == "transcribe" + assert options.word_timestamps is True + assert AcceleratorDevice.MPS in options.supported_devices + + def test_whisper_models_auto_select_mlx(self): + """Test that Whisper models automatically select MLX when MPS and mlx-whisper are available.""" + # This test verifies that the models are correctly configured + # In a real Apple Silicon environment with mlx-whisper installed, + # these models would automatically use MLX + + # Check that the models exist and have the correct structure + assert hasattr(WHISPER_TURBO, 'inference_framework') + assert hasattr(WHISPER_TURBO, 'repo_id') + + assert hasattr(WHISPER_BASE, 'inference_framework') + assert hasattr(WHISPER_BASE, 'repo_id') + + assert hasattr(WHISPER_SMALL, 'inference_framework') + assert hasattr(WHISPER_SMALL, 'repo_id') + + @patch('builtins.__import__') + def test_mlx_whisper_model_initialization(self, mock_import): + """Test MLX Whisper model initialization.""" + # Mock the mlx_whisper import + mock_mlx_whisper = Mock() + mock_import.return_value = mock_mlx_whisper + + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) + asr_options = InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + + model = _MlxWhisperModel( + enabled=True, + artifacts_path=None, + accelerator_options=accelerator_options, + asr_options=asr_options, + ) + + assert model.enabled is True + assert model.model_path == "mlx-community/whisper-tiny-mlx" + assert model.language == "en" + assert model.task == "transcribe" + assert model.word_timestamps is True + + def test_mlx_whisper_model_import_error(self): + """Test that ImportError is raised when mlx-whisper is not available.""" + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) + asr_options = InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + + with patch('builtins.__import__', side_effect=ImportError("No module named 'mlx_whisper'")): + with pytest.raises(ImportError, match="mlx-whisper is not installed"): + _MlxWhisperModel( + enabled=True, + artifacts_path=None, + accelerator_options=accelerator_options, + asr_options=asr_options, + ) + + @patch('builtins.__import__') + def test_mlx_whisper_transcribe(self, mock_import): + """Test MLX Whisper transcription method.""" + # Mock the mlx_whisper module and its transcribe function + mock_mlx_whisper = Mock() + mock_import.return_value = mock_mlx_whisper + + # Mock the transcribe result + mock_result = { + "segments": [ + { + "start": 0.0, + "end": 2.5, + "text": "Hello world", + "words": [ + {"start": 0.0, "end": 0.5, "word": "Hello"}, + {"start": 0.5, "end": 1.0, "word": "world"}, + ] + } + ] + } + mock_mlx_whisper.transcribe.return_value = mock_result + + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) + asr_options = InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + + model = _MlxWhisperModel( + enabled=True, + artifacts_path=None, + accelerator_options=accelerator_options, + asr_options=asr_options, + ) + + # Test transcription + audio_path = Path("test_audio.wav") + result = model.transcribe(audio_path) + + # Verify the result + assert len(result) == 1 + assert result[0].start_time == 0.0 + assert result[0].end_time == 2.5 + assert result[0].text == "Hello world" + assert len(result[0].words) == 2 + assert result[0].words[0].text == "Hello" + assert result[0].words[1].text == "world" + + # Verify mlx_whisper.transcribe was called with correct parameters + mock_mlx_whisper.transcribe.assert_called_once_with( + str(audio_path), + path_or_hf_repo="mlx-community/whisper-tiny-mlx", + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + + @patch('builtins.__import__') + def test_asr_pipeline_with_mlx_whisper(self, mock_import): + """Test that AsrPipeline can be initialized with MLX Whisper options.""" + # Mock the mlx_whisper import + mock_mlx_whisper = Mock() + mock_import.return_value = mock_mlx_whisper + + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) + asr_options = InlineAsrMlxWhisperOptions( + repo_id="mlx-community/whisper-tiny-mlx", + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + pipeline_options = AsrPipelineOptions( + asr_options=asr_options, + accelerator_options=accelerator_options, + ) + + pipeline = AsrPipeline(pipeline_options) + assert isinstance(pipeline._model, _MlxWhisperModel) + assert pipeline._model.model_path == "mlx-community/whisper-tiny-mlx" From 21905e8acef341e94052c189376b0b45a7bb1fef Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Thu, 2 Oct 2025 04:53:49 -0700 Subject: [PATCH 03/15] fix pre-commit checks and added proper type safety --- docling/cli/main.py | 16 +++- docling/datamodel/asr_model_specs.py | 56 +++++++++----- .../datamodel/pipeline_options_asr_model.py | 3 +- docling/pipeline/asr_pipeline.py | 25 ++++--- docs/examples/minimal_asr_pipeline.py | 2 +- docs/examples/mlx_whisper_example.py | 54 ++++++++------ tests/test_asr_mlx_whisper.py | 73 ++++++++++--------- 7 files changed, 135 insertions(+), 94 deletions(-) diff --git a/docling/cli/main.py b/docling/cli/main.py index bcae0648a6..8bfe8989df 100644 --- a/docling/cli/main.py +++ b/docling/cli/main.py @@ -611,17 +611,27 @@ def convert( # noqa: C901 ocr_options.psm = psm accelerator_options = AcceleratorOptions(num_threads=num_threads, device=device) - + # Auto-detect pipeline based on input file formats if pipeline == ProcessingPipeline.STANDARD: # Check if any input files are audio files by extension - audio_extensions = {'.mp3', '.wav', '.m4a', '.aac', '.ogg', '.flac', '.mp4', '.avi', '.mov'} + audio_extensions = { + ".mp3", + ".wav", + ".m4a", + ".aac", + ".ogg", + ".flac", + ".mp4", + ".avi", + ".mov", + } for path in input_doc_paths: if path.suffix.lower() in audio_extensions: pipeline = ProcessingPipeline.ASR _log.info(f"Auto-detected ASR pipeline for audio file: {path}") break - + # pipeline_options: PaginatedPipelineOptions pipeline_options: PipelineOptions diff --git a/docling/datamodel/asr_model_specs.py b/docling/datamodel/asr_model_specs.py index 8b7f7a3cd9..e03f9dbf27 100644 --- a/docling/datamodel/asr_model_specs.py +++ b/docling/datamodel/asr_model_specs.py @@ -10,34 +10,37 @@ # AsrResponseFormat, # ApiAsrOptions, InferenceAsrFramework, - InlineAsrNativeWhisperOptions, InlineAsrMlxWhisperOptions, + InlineAsrNativeWhisperOptions, TransformersModelType, ) _log = logging.getLogger(__name__) + def _get_whisper_tiny_model(): """ Get the best Whisper Tiny model for the current hardware. - + Automatically selects MLX Whisper Tiny for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Tiny. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( @@ -66,27 +69,30 @@ def _get_whisper_tiny_model(): # Create the model instance WHISPER_TINY = _get_whisper_tiny_model() + def _get_whisper_small_model(): """ Get the best Whisper Small model for the current hardware. - + Automatically selects MLX Whisper Small for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Small. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( @@ -115,27 +121,30 @@ def _get_whisper_small_model(): # Create the model instance WHISPER_SMALL = _get_whisper_small_model() + def _get_whisper_medium_model(): """ Get the best Whisper Medium model for the current hardware. - + Automatically selects MLX Whisper Medium for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Medium. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( @@ -164,27 +173,30 @@ def _get_whisper_medium_model(): # Create the model instance WHISPER_MEDIUM = _get_whisper_medium_model() + def _get_whisper_base_model(): """ Get the best Whisper Base model for the current hardware. - + Automatically selects MLX Whisper Base for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Base. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( @@ -213,27 +225,30 @@ def _get_whisper_base_model(): # Create the model instance WHISPER_BASE = _get_whisper_base_model() + def _get_whisper_large_model(): """ Get the best Whisper Large model for the current hardware. - + Automatically selects MLX Whisper Large for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Large. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( @@ -262,27 +277,30 @@ def _get_whisper_large_model(): # Create the model instance WHISPER_LARGE = _get_whisper_large_model() + def _get_whisper_turbo_model(): """ Get the best Whisper Turbo model for the current hardware. - + Automatically selects MLX Whisper Turbo for Apple Silicon (MPS) if available, otherwise falls back to native Whisper Turbo. """ # Check if MPS is available (Apple Silicon) try: import torch + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() except ImportError: has_mps = False - + # Check if mlx-whisper is available try: import mlx_whisper # type: ignore + has_mlx_whisper = True except ImportError: has_mlx_whisper = False - + # Use MLX Whisper if both MPS and mlx-whisper are available if has_mps and has_mlx_whisper: return InlineAsrMlxWhisperOptions( diff --git a/docling/datamodel/pipeline_options_asr_model.py b/docling/datamodel/pipeline_options_asr_model.py index 1fec9dfe4d..24b161ada1 100644 --- a/docling/datamodel/pipeline_options_asr_model.py +++ b/docling/datamodel/pipeline_options_asr_model.py @@ -60,9 +60,10 @@ class InlineAsrNativeWhisperOptions(InlineAsrOptions): class InlineAsrMlxWhisperOptions(InlineAsrOptions): """ MLX Whisper options for Apple Silicon optimization. - + Uses mlx-whisper library for efficient inference on Apple Silicon devices. """ + inference_framework: InferenceAsrFramework = InferenceAsrFramework.MLX language: str = "en" diff --git a/docling/pipeline/asr_pipeline.py b/docling/pipeline/asr_pipeline.py index 7383e00d51..92b298c900 100644 --- a/docling/pipeline/asr_pipeline.py +++ b/docling/pipeline/asr_pipeline.py @@ -4,7 +4,7 @@ import tempfile from io import BytesIO from pathlib import Path -from typing import List, Optional, Union, cast +from typing import TYPE_CHECKING, List, Optional, Union, cast from docling_core.types.doc import DoclingDocument, DocumentOrigin @@ -32,8 +32,8 @@ AsrPipelineOptions, ) from docling.datamodel.pipeline_options_asr_model import ( - InlineAsrNativeWhisperOptions, InlineAsrMlxWhisperOptions, + InlineAsrNativeWhisperOptions, # AsrResponseFormat, InlineAsrOptions, ) @@ -263,7 +263,7 @@ def __init__( self.model_name = asr_options.repo_id _log.info(f"loading _MlxWhisperModel({self.model_name})") - + # MLX Whisper models are loaded differently - they use HuggingFace repos self.model_path = self.model_name @@ -308,10 +308,10 @@ def run(self, conv_res: ConversionResult) -> ConversionResult: def transcribe(self, fpath: Path) -> list[_ConversationItem]: """ Transcribe audio using MLX Whisper. - + Args: fpath: Path to audio file - + Returns: List of conversation items with timestamps """ @@ -327,16 +327,16 @@ def transcribe(self, fpath: Path) -> list[_ConversationItem]: ) convo: list[_ConversationItem] = [] - + # MLX Whisper returns segments similar to native Whisper for segment in result.get("segments", []): item = _ConversationItem( start_time=segment.get("start"), end_time=segment.get("end"), text=segment.get("text", "").strip(), - words=[] + words=[], ) - + # Add word-level timestamps if available if self.word_timestamps and "words" in segment: item.words = [] @@ -359,26 +359,27 @@ def __init__(self, pipeline_options: AsrPipelineOptions): self.keep_backend = True self.pipeline_options: AsrPipelineOptions = pipeline_options + self._model: Union[_NativeWhisperModel, _MlxWhisperModel] if isinstance(self.pipeline_options.asr_options, InlineAsrNativeWhisperOptions): - asr_options: InlineAsrNativeWhisperOptions = ( + native_asr_options: InlineAsrNativeWhisperOptions = ( self.pipeline_options.asr_options ) self._model = _NativeWhisperModel( enabled=True, # must be always enabled for this pipeline to make sense. artifacts_path=self.artifacts_path, accelerator_options=pipeline_options.accelerator_options, - asr_options=asr_options, + asr_options=native_asr_options, ) elif isinstance(self.pipeline_options.asr_options, InlineAsrMlxWhisperOptions): - asr_options: InlineAsrMlxWhisperOptions = ( + mlx_asr_options: InlineAsrMlxWhisperOptions = ( self.pipeline_options.asr_options ) self._model = _MlxWhisperModel( enabled=True, # must be always enabled for this pipeline to make sense. artifacts_path=self.artifacts_path, accelerator_options=pipeline_options.accelerator_options, - asr_options=asr_options, + asr_options=mlx_asr_options, ) else: _log.error(f"No model support for {self.pipeline_options.asr_options}") diff --git a/docs/examples/minimal_asr_pipeline.py b/docs/examples/minimal_asr_pipeline.py index 5e08d0c2f8..5af2bb831e 100644 --- a/docs/examples/minimal_asr_pipeline.py +++ b/docs/examples/minimal_asr_pipeline.py @@ -43,7 +43,7 @@ def get_asr_converter(): implementation for your hardware: - MLX Whisper Turbo for Apple Silicon (M1/M2/M3) with mlx-whisper installed - Native Whisper Turbo as fallback - + You can swap in another model spec from `docling.datamodel.asr_model_specs` to experiment with different model sizes. """ diff --git a/docs/examples/mlx_whisper_example.py b/docs/examples/mlx_whisper_example.py index 106eb708d7..71aad6f9cd 100644 --- a/docs/examples/mlx_whisper_example.py +++ b/docs/examples/mlx_whisper_example.py @@ -12,31 +12,31 @@ # Add the repository root to the path so we can import docling sys.path.insert(0, str(Path(__file__).parent.parent.parent)) +from docling.datamodel.accelerator_options import AcceleratorDevice, AcceleratorOptions from docling.datamodel.asr_model_specs import ( - WHISPER_TINY, WHISPER_BASE, - WHISPER_SMALL, - WHISPER_MEDIUM, WHISPER_LARGE, + WHISPER_MEDIUM, + WHISPER_SMALL, + WHISPER_TINY, WHISPER_TURBO, ) -from docling.datamodel.accelerator_options import AcceleratorOptions, AcceleratorDevice from docling.datamodel.base_models import InputFormat from docling.datamodel.pipeline_options import AsrPipelineOptions +from docling.document_converter import AudioFormatOption, DocumentConverter from docling.pipeline.asr_pipeline import AsrPipeline -from docling.document_converter import DocumentConverter, AudioFormatOption def transcribe_audio_with_mlx_whisper(audio_file_path: str, model_size: str = "base"): """ Transcribe audio using Whisper models with automatic MLX optimization for Apple Silicon. - + Args: audio_file_path: Path to the audio file to transcribe model_size: Size of the Whisper model to use ("tiny", "base", "small", "medium", "large", "turbo") Note: MLX optimization is automatically used on Apple Silicon when available - + Returns: The transcribed text """ @@ -49,21 +49,23 @@ def transcribe_audio_with_mlx_whisper(audio_file_path: str, model_size: str = "b "large": WHISPER_LARGE, "turbo": WHISPER_TURBO, } - + if model_size not in model_map: - raise ValueError(f"Invalid model size: {model_size}. Choose from: {list(model_map.keys())}") - + raise ValueError( + f"Invalid model size: {model_size}. Choose from: {list(model_map.keys())}" + ) + asr_options = model_map[model_size] - + # Configure accelerator options for Apple Silicon accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) - + # Create pipeline options pipeline_options = AsrPipelineOptions( asr_options=asr_options, accelerator_options=accelerator_options, ) - + # Create document converter with MLX Whisper configuration converter = DocumentConverter( format_options={ @@ -73,16 +75,16 @@ def transcribe_audio_with_mlx_whisper(audio_file_path: str, model_size: str = "b ) } ) - + # Run transcription result = converter.convert(Path(audio_file_path)) - + if result.status.value == "success": # Extract text from the document text_content = [] for item in result.document.texts: text_content.append(item.text) - + return "\n".join(text_content) else: raise RuntimeError(f"Transcription failed: {result.status}") @@ -95,26 +97,30 @@ def main(): print("Model sizes: tiny, base, small, medium, large, turbo") print("Example: python mlx_whisper_example.py audio.wav base") sys.exit(1) - + audio_file_path = sys.argv[1] model_size = sys.argv[2] if len(sys.argv) > 2 else "base" - + if not Path(audio_file_path).exists(): print(f"Error: Audio file '{audio_file_path}' not found.") sys.exit(1) - + try: print(f"Transcribing '{audio_file_path}' using Whisper {model_size} model...") - print("Note: MLX optimization is automatically used on Apple Silicon when available.") + print( + "Note: MLX optimization is automatically used on Apple Silicon when available." + ) print() - - transcribed_text = transcribe_audio_with_mlx_whisper(audio_file_path, model_size) - + + transcribed_text = transcribe_audio_with_mlx_whisper( + audio_file_path, model_size + ) + print("Transcription Result:") print("=" * 50) print(transcribed_text) print("=" * 50) - + except ImportError as e: print(f"Error: {e}") print("Please install mlx-whisper: pip install mlx-whisper") diff --git a/tests/test_asr_mlx_whisper.py b/tests/test_asr_mlx_whisper.py index 8d860182be..b6cb212922 100644 --- a/tests/test_asr_mlx_whisper.py +++ b/tests/test_asr_mlx_whisper.py @@ -1,25 +1,27 @@ """ Test MLX Whisper integration for Apple Silicon ASR pipeline. """ -import pytest + from pathlib import Path from unittest.mock import Mock, patch +import pytest + +from docling.datamodel.accelerator_options import AcceleratorDevice, AcceleratorOptions from docling.datamodel.asr_model_specs import ( - WHISPER_TINY, WHISPER_BASE, - WHISPER_SMALL, - WHISPER_MEDIUM, WHISPER_LARGE, + WHISPER_MEDIUM, + WHISPER_SMALL, + WHISPER_TINY, WHISPER_TURBO, ) +from docling.datamodel.pipeline_options import AsrPipelineOptions from docling.datamodel.pipeline_options_asr_model import ( InferenceAsrFramework, InlineAsrMlxWhisperOptions, ) -from docling.datamodel.accelerator_options import AcceleratorOptions, AcceleratorDevice from docling.pipeline.asr_pipeline import AsrPipeline, _MlxWhisperModel -from docling.datamodel.pipeline_options import AsrPipelineOptions class TestMlxWhisperIntegration: @@ -32,7 +34,7 @@ def test_mlx_whisper_options_creation(self): language="en", task="transcribe", ) - + assert options.inference_framework == InferenceAsrFramework.MLX assert options.repo_id == "mlx-community/whisper-tiny-mlx" assert options.language == "en" @@ -45,24 +47,24 @@ def test_whisper_models_auto_select_mlx(self): # This test verifies that the models are correctly configured # In a real Apple Silicon environment with mlx-whisper installed, # these models would automatically use MLX - + # Check that the models exist and have the correct structure - assert hasattr(WHISPER_TURBO, 'inference_framework') - assert hasattr(WHISPER_TURBO, 'repo_id') - - assert hasattr(WHISPER_BASE, 'inference_framework') - assert hasattr(WHISPER_BASE, 'repo_id') - - assert hasattr(WHISPER_SMALL, 'inference_framework') - assert hasattr(WHISPER_SMALL, 'repo_id') - - @patch('builtins.__import__') + assert hasattr(WHISPER_TURBO, "inference_framework") + assert hasattr(WHISPER_TURBO, "repo_id") + + assert hasattr(WHISPER_BASE, "inference_framework") + assert hasattr(WHISPER_BASE, "repo_id") + + assert hasattr(WHISPER_SMALL, "inference_framework") + assert hasattr(WHISPER_SMALL, "repo_id") + + @patch("builtins.__import__") def test_mlx_whisper_model_initialization(self, mock_import): """Test MLX Whisper model initialization.""" # Mock the mlx_whisper import mock_mlx_whisper = Mock() mock_import.return_value = mock_mlx_whisper - + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) asr_options = InlineAsrMlxWhisperOptions( repo_id="mlx-community/whisper-tiny-mlx", @@ -74,14 +76,14 @@ def test_mlx_whisper_model_initialization(self, mock_import): logprob_threshold=-1.0, compression_ratio_threshold=2.4, ) - + model = _MlxWhisperModel( enabled=True, artifacts_path=None, accelerator_options=accelerator_options, asr_options=asr_options, ) - + assert model.enabled is True assert model.model_path == "mlx-community/whisper-tiny-mlx" assert model.language == "en" @@ -101,8 +103,11 @@ def test_mlx_whisper_model_import_error(self): logprob_threshold=-1.0, compression_ratio_threshold=2.4, ) - - with patch('builtins.__import__', side_effect=ImportError("No module named 'mlx_whisper'")): + + with patch( + "builtins.__import__", + side_effect=ImportError("No module named 'mlx_whisper'"), + ): with pytest.raises(ImportError, match="mlx-whisper is not installed"): _MlxWhisperModel( enabled=True, @@ -111,13 +116,13 @@ def test_mlx_whisper_model_import_error(self): asr_options=asr_options, ) - @patch('builtins.__import__') + @patch("builtins.__import__") def test_mlx_whisper_transcribe(self, mock_import): """Test MLX Whisper transcription method.""" # Mock the mlx_whisper module and its transcribe function mock_mlx_whisper = Mock() mock_import.return_value = mock_mlx_whisper - + # Mock the transcribe result mock_result = { "segments": [ @@ -128,12 +133,12 @@ def test_mlx_whisper_transcribe(self, mock_import): "words": [ {"start": 0.0, "end": 0.5, "word": "Hello"}, {"start": 0.5, "end": 1.0, "word": "world"}, - ] + ], } ] } mock_mlx_whisper.transcribe.return_value = mock_result - + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) asr_options = InlineAsrMlxWhisperOptions( repo_id="mlx-community/whisper-tiny-mlx", @@ -145,18 +150,18 @@ def test_mlx_whisper_transcribe(self, mock_import): logprob_threshold=-1.0, compression_ratio_threshold=2.4, ) - + model = _MlxWhisperModel( enabled=True, artifacts_path=None, accelerator_options=accelerator_options, asr_options=asr_options, ) - + # Test transcription audio_path = Path("test_audio.wav") result = model.transcribe(audio_path) - + # Verify the result assert len(result) == 1 assert result[0].start_time == 0.0 @@ -165,7 +170,7 @@ def test_mlx_whisper_transcribe(self, mock_import): assert len(result[0].words) == 2 assert result[0].words[0].text == "Hello" assert result[0].words[1].text == "world" - + # Verify mlx_whisper.transcribe was called with correct parameters mock_mlx_whisper.transcribe.assert_called_once_with( str(audio_path), @@ -178,13 +183,13 @@ def test_mlx_whisper_transcribe(self, mock_import): compression_ratio_threshold=2.4, ) - @patch('builtins.__import__') + @patch("builtins.__import__") def test_asr_pipeline_with_mlx_whisper(self, mock_import): """Test that AsrPipeline can be initialized with MLX Whisper options.""" # Mock the mlx_whisper import mock_mlx_whisper = Mock() mock_import.return_value = mock_mlx_whisper - + accelerator_options = AcceleratorOptions(device=AcceleratorDevice.MPS) asr_options = InlineAsrMlxWhisperOptions( repo_id="mlx-community/whisper-tiny-mlx", @@ -200,7 +205,7 @@ def test_asr_pipeline_with_mlx_whisper(self, mock_import): asr_options=asr_options, accelerator_options=accelerator_options, ) - + pipeline = AsrPipeline(pipeline_options) assert isinstance(pipeline._model, _MlxWhisperModel) assert pipeline._model.model_path == "mlx-community/whisper-tiny-mlx" From 96c669d155c8e9bd6455ecff4720933ad7d9e7cb Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Thu, 2 Oct 2025 05:51:51 -0700 Subject: [PATCH 04/15] fixed linter issue --- .../asr_pipeline_performance_comparison.py | 299 ++++++++++++++++++ 1 file changed, 299 insertions(+) create mode 100644 docs/examples/asr_pipeline_performance_comparison.py diff --git a/docs/examples/asr_pipeline_performance_comparison.py b/docs/examples/asr_pipeline_performance_comparison.py new file mode 100644 index 0000000000..1d078408b6 --- /dev/null +++ b/docs/examples/asr_pipeline_performance_comparison.py @@ -0,0 +1,299 @@ +#!/usr/bin/env python3 +""" +Performance comparison between CPU and MLX Whisper on Apple Silicon. + +This script compares the performance of: +1. Native Whisper (forced to CPU) +2. MLX Whisper (Apple Silicon optimized) + +Both use the same model size for fair comparison. +""" + +import argparse +import sys +import time +from pathlib import Path + +# Add the repository root to the path so we can import docling +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +from docling.datamodel.accelerator_options import AcceleratorDevice, AcceleratorOptions +from docling.datamodel.base_models import InputFormat +from docling.datamodel.pipeline_options import AsrPipelineOptions +from docling.datamodel.pipeline_options_asr_model import ( + InferenceAsrFramework, + InlineAsrMlxWhisperOptions, + InlineAsrNativeWhisperOptions, +) +from docling.document_converter import AudioFormatOption, DocumentConverter +from docling.pipeline.asr_pipeline import AsrPipeline + + +def create_cpu_whisper_options(model_size: str = "turbo"): + """Create native Whisper options forced to CPU.""" + return InlineAsrNativeWhisperOptions( + repo_id=model_size, + inference_framework=InferenceAsrFramework.WHISPER, + verbose=True, + timestamps=True, + word_timestamps=True, + temperature=0.0, + max_new_tokens=256, + max_time_chunk=30.0, + ) + + +def create_mlx_whisper_options(model_size: str = "turbo"): + """Create MLX Whisper options for Apple Silicon.""" + model_map = { + "tiny": "mlx-community/whisper-tiny-mlx", + "small": "mlx-community/whisper-small-mlx", + "base": "mlx-community/whisper-base-mlx", + "medium": "mlx-community/whisper-medium-mlx-8bit", + "large": "mlx-community/whisper-large-mlx-8bit", + "turbo": "mlx-community/whisper-turbo", + } + + return InlineAsrMlxWhisperOptions( + repo_id=model_map[model_size], + inference_framework=InferenceAsrFramework.MLX, + language="en", + task="transcribe", + word_timestamps=True, + no_speech_threshold=0.6, + logprob_threshold=-1.0, + compression_ratio_threshold=2.4, + ) + + +def run_transcription_test( + audio_file: Path, asr_options, device: AcceleratorDevice, test_name: str +): + """Run a single transcription test and return timing results.""" + print(f"\n{'=' * 60}") + print(f"Running {test_name}") + print(f"Device: {device}") + print(f"Model: {asr_options.repo_id}") + print(f"Framework: {asr_options.inference_framework}") + print(f"{'=' * 60}") + + # Create pipeline options + pipeline_options = AsrPipelineOptions( + accelerator_options=AcceleratorOptions(device=device), + asr_options=asr_options, + ) + + # Create document converter + converter = DocumentConverter( + format_options={ + InputFormat.AUDIO: AudioFormatOption( + pipeline_cls=AsrPipeline, + pipeline_options=pipeline_options, + ) + } + ) + + # Run transcription with timing + start_time = time.time() + try: + result = converter.convert(audio_file) + end_time = time.time() + + duration = end_time - start_time + + if result.status.value == "success": + # Extract text for verification + text_content = [] + for item in result.document.texts: + text_content.append(item.text) + + print(f"✅ Success! Duration: {duration:.2f} seconds") + print(f"Transcribed text: {''.join(text_content)[:100]}...") + return duration, True + else: + print(f"❌ Failed! Status: {result.status}") + return duration, False + + except Exception as e: + end_time = time.time() + duration = end_time - start_time + print(f"❌ Error: {e}") + return duration, False + + +def parse_args(): + """Parse command line arguments.""" + parser = argparse.ArgumentParser( + description="Performance comparison between CPU and MLX Whisper on Apple Silicon", + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Examples: + +# Use default test audio file +python asr_pipeline_performance_comparison.py + +# Use your own audio file +python asr_pipeline_performance_comparison.py --audio /path/to/your/audio.mp3 + +# Use a different audio file from the tests directory +python asr_pipeline_performance_comparison.py --audio tests/data/audio/another_sample.wav + """, + ) + + parser.add_argument( + "--audio", + type=str, + help="Path to audio file for testing (default: tests/data/audio/sample_10s.mp3)", + ) + + return parser.parse_args() + + +def main(): + """Run performance comparison between CPU and MLX Whisper.""" + args = parse_args() + + # Check if we're on Apple Silicon + try: + import torch + + has_mps = torch.backends.mps.is_built() and torch.backends.mps.is_available() + except ImportError: + has_mps = False + + try: + import mlx_whisper + + has_mlx_whisper = True + except ImportError: + has_mlx_whisper = False + + print("ASR Pipeline Performance Comparison") + print("=" * 50) + print(f"Apple Silicon (MPS) available: {has_mps}") + print(f"MLX Whisper available: {has_mlx_whisper}") + + if not has_mps: + print("❌ This test requires Apple Silicon (MPS) to be meaningful.") + print(" MLX Whisper is optimized for Apple Silicon devices.") + sys.exit(1) + + if not has_mlx_whisper: + print("❌ MLX Whisper is not installed.") + print(" Install with: pip install mlx-whisper") + print(" Or: uv sync --extra asr") + sys.exit(1) + + # Determine audio file path + if args.audio: + audio_file = Path(args.audio) + if not audio_file.is_absolute(): + # If relative path, make it relative to the script's directory + audio_file = Path(__file__).parent.parent.parent / audio_file + else: + # Use default test audio file + audio_file = ( + Path(__file__).parent.parent.parent + / "tests" + / "data" + / "audio" + / "sample_10s.mp3" + ) + + if not audio_file.exists(): + print(f"❌ Audio file not found: {audio_file}") + print(" Please check the path and try again.") + sys.exit(1) + + print(f"Using test audio: {audio_file}") + print(f"File size: {audio_file.stat().st_size / 1024:.1f} KB") + + # Test different model sizes + model_sizes = ["tiny", "base", "turbo"] + results = {} + + for model_size in model_sizes: + print(f"\n{'#' * 80}") + print(f"Testing model size: {model_size}") + print(f"{'#' * 80}") + + model_results = {} + + # Test 1: Native Whisper (forced to CPU) + cpu_options = create_cpu_whisper_options(model_size) + cpu_duration, cpu_success = run_transcription_test( + audio_file, + cpu_options, + AcceleratorDevice.CPU, + f"Native Whisper {model_size} (CPU)", + ) + model_results["cpu"] = {"duration": cpu_duration, "success": cpu_success} + + # Test 2: MLX Whisper (Apple Silicon optimized) + mlx_options = create_mlx_whisper_options(model_size) + mlx_duration, mlx_success = run_transcription_test( + audio_file, + mlx_options, + AcceleratorDevice.MPS, + f"MLX Whisper {model_size} (MPS)", + ) + model_results["mlx"] = {"duration": mlx_duration, "success": mlx_success} + + results[model_size] = model_results + + # Print summary + print(f"\n{'#' * 80}") + print("PERFORMANCE COMPARISON SUMMARY") + print(f"{'#' * 80}") + print( + f"{'Model':<10} {'CPU (sec)':<12} {'MLX (sec)':<12} {'Speedup':<12} {'Status':<10}" + ) + print("-" * 80) + + for model_size, model_results in results.items(): + cpu_duration = model_results["cpu"]["duration"] + mlx_duration = model_results["mlx"]["duration"] + cpu_success = model_results["cpu"]["success"] + mlx_success = model_results["mlx"]["success"] + + if cpu_success and mlx_success: + speedup = cpu_duration / mlx_duration + status = "✅ Both OK" + elif cpu_success: + speedup = float("inf") + status = "❌ MLX Failed" + elif mlx_success: + speedup = 0 + status = "❌ CPU Failed" + else: + speedup = 0 + status = "❌ Both Failed" + + print( + f"{model_size:<10} {cpu_duration:<12.2f} {mlx_duration:<12.2f} {speedup:<12.2f}x {status:<10}" + ) + + # Calculate overall improvement + successful_tests = [ + (r["cpu"]["duration"], r["mlx"]["duration"]) + for r in results.values() + if r["cpu"]["success"] and r["mlx"]["success"] + ] + + if successful_tests: + avg_cpu = sum(cpu for cpu, mlx in successful_tests) / len(successful_tests) + avg_mlx = sum(mlx for cpu, mlx in successful_tests) / len(successful_tests) + avg_speedup = avg_cpu / avg_mlx + + print("-" * 80) + print( + f"{'AVERAGE':<10} {avg_cpu:<12.2f} {avg_mlx:<12.2f} {avg_speedup:<12.2f}x {'Overall':<10}" + ) + + print(f"\n🎯 MLX Whisper provides {avg_speedup:.1f}x average speedup over CPU!") + else: + print("\n❌ No successful comparisons available.") + + +if __name__ == "__main__": + main() From 93f059990b486b7f9f33b5fa271fd954d5127e85 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Thu, 2 Oct 2025 06:05:46 -0700 Subject: [PATCH 05/15] DCO Remediation Commit for Ken Steele I, Ken Steele , hereby add my Signed-off-by to this commit: a979a680e1dc2fee8461401335cfb5dda8cfdd98 I, Ken Steele , hereby add my Signed-off-by to this commit: 9827068382ca946fe1387ed83f747ae509fcf229 I, Ken Steele , hereby add my Signed-off-by to this commit: ebbeb45c7dc266260e1fad6bdb54a7041f8aeed4 I, Ken Steele , hereby add my Signed-off-by to this commit: 2f6fd3cf46c8ca0bb98810191578278f1df87aa3 Signed-off-by: Ken Steele From 8371c060ea85295d05ad040f1d1608b560e0424d Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Sat, 4 Oct 2025 03:32:21 -0700 Subject: [PATCH 06/15] fix unit tests and code coverage for CI --- .../asr_pipeline_performance_comparison.py | 40 ++++++++++++------- 1 file changed, 26 insertions(+), 14 deletions(-) diff --git a/docs/examples/asr_pipeline_performance_comparison.py b/docs/examples/asr_pipeline_performance_comparison.py index 1d078408b6..f3778644ee 100644 --- a/docs/examples/asr_pipeline_performance_comparison.py +++ b/docs/examples/asr_pipeline_performance_comparison.py @@ -174,15 +174,15 @@ def main(): print(f"MLX Whisper available: {has_mlx_whisper}") if not has_mps: - print("❌ This test requires Apple Silicon (MPS) to be meaningful.") + print("⚠️ Apple Silicon (MPS) not available - running CPU-only comparison") + print(" For MLX Whisper performance benefits, run on Apple Silicon devices") print(" MLX Whisper is optimized for Apple Silicon devices.") - sys.exit(1) if not has_mlx_whisper: - print("❌ MLX Whisper is not installed.") + print("⚠️ MLX Whisper not installed - running CPU-only comparison") print(" Install with: pip install mlx-whisper") print(" Or: uv sync --extra asr") - sys.exit(1) + print(" For MLX Whisper performance benefits, install the dependency") # Determine audio file path if args.audio: @@ -229,15 +229,21 @@ def main(): ) model_results["cpu"] = {"duration": cpu_duration, "success": cpu_success} - # Test 2: MLX Whisper (Apple Silicon optimized) - mlx_options = create_mlx_whisper_options(model_size) - mlx_duration, mlx_success = run_transcription_test( - audio_file, - mlx_options, - AcceleratorDevice.MPS, - f"MLX Whisper {model_size} (MPS)", - ) - model_results["mlx"] = {"duration": mlx_duration, "success": mlx_success} + # Test 2: MLX Whisper (Apple Silicon optimized) - only if available + if has_mps and has_mlx_whisper: + mlx_options = create_mlx_whisper_options(model_size) + mlx_duration, mlx_success = run_transcription_test( + audio_file, + mlx_options, + AcceleratorDevice.MPS, + f"MLX Whisper {model_size} (MPS)", + ) + model_results["mlx"] = {"duration": mlx_duration, "success": mlx_success} + else: + print(f"\n{'=' * 60}") + print(f"Skipping MLX Whisper {model_size} (MPS) - not available") + print(f"{'=' * 60}") + model_results["mlx"] = {"duration": 0.0, "success": False} results[model_size] = model_results @@ -292,7 +298,13 @@ def main(): print(f"\n🎯 MLX Whisper provides {avg_speedup:.1f}x average speedup over CPU!") else: - print("\n❌ No successful comparisons available.") + if has_mps and has_mlx_whisper: + print("\n❌ No successful comparisons available.") + else: + print("\n⚠️ MLX Whisper not available - only CPU results shown.") + print( + " Install MLX Whisper and run on Apple Silicon for performance comparison." + ) if __name__ == "__main__": From fd8fd44ac828283c756ef5742e4f7058b7524781 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Sat, 4 Oct 2025 03:39:36 -0700 Subject: [PATCH 07/15] DCO Remediation Commit for Ken Steele I, Ken Steele , hereby add my Signed-off-by to this commit: 5e61bf11139a2133978db2c8d306be6289aed732 Signed-off-by: Ken Steele From 9f60a445c04e469c520644e8a968ada52095c429 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Sat, 4 Oct 2025 22:57:46 -0700 Subject: [PATCH 08/15] fix CI example test - mlx_whisper_example.py defaults to tests/data/audio/sample_10s.mp3 if no args specified. Signed-off-by: Ken Steele --- docs/examples/mlx_whisper_example.py | 76 ++++++++++++++++++++++++---- 1 file changed, 67 insertions(+), 9 deletions(-) diff --git a/docs/examples/mlx_whisper_example.py b/docs/examples/mlx_whisper_example.py index 71aad6f9cd..d85600d3f4 100644 --- a/docs/examples/mlx_whisper_example.py +++ b/docs/examples/mlx_whisper_example.py @@ -6,6 +6,7 @@ on Apple Silicon devices with optimized performance. """ +import argparse import sys from pathlib import Path @@ -90,30 +91,87 @@ def transcribe_audio_with_mlx_whisper(audio_file_path: str, model_size: str = "b raise RuntimeError(f"Transcription failed: {result.status}") +def parse_args(): + """Parse command line arguments.""" + parser = argparse.ArgumentParser( + description="MLX Whisper example for Apple Silicon speech recognition", + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Examples: + +# Use default test audio file +python mlx_whisper_example.py + +# Use your own audio file +python mlx_whisper_example.py --audio /path/to/your/audio.mp3 + +# Use specific model size +python mlx_whisper_example.py --audio audio.wav --model tiny + +# Use default test file with specific model +python mlx_whisper_example.py --model turbo + """, + ) + + parser.add_argument( + "--audio", + type=str, + help="Path to audio file for transcription (default: tests/data/audio/sample_10s.mp3)", + ) + + parser.add_argument( + "--model", + type=str, + choices=["tiny", "base", "small", "medium", "large", "turbo"], + default="base", + help="Whisper model size to use (default: base)", + ) + + return parser.parse_args() + + def main(): """Main function to demonstrate MLX Whisper usage.""" - if len(sys.argv) < 2: - print("Usage: python mlx_whisper_example.py [model_size]") - print("Model sizes: tiny, base, small, medium, large, turbo") - print("Example: python mlx_whisper_example.py audio.wav base") - sys.exit(1) + args = parse_args() - audio_file_path = sys.argv[1] - model_size = sys.argv[2] if len(sys.argv) > 2 else "base" + # Determine audio file path + if args.audio: + audio_file_path = args.audio + else: + # Use default test audio file if no audio file specified + default_audio = ( + Path(__file__).parent.parent.parent + / "tests" + / "data" + / "audio" + / "sample_10s.mp3" + ) + if default_audio.exists(): + audio_file_path = str(default_audio) + print("No audio file specified, using default test file:") + print(f" Audio file: {audio_file_path}") + print(f" Model size: {args.model}") + print() + else: + print("Error: No audio file specified and default test file not found.") + print( + "Please specify an audio file with --audio or ensure tests/data/audio/sample_10s.mp3 exists." + ) + sys.exit(1) if not Path(audio_file_path).exists(): print(f"Error: Audio file '{audio_file_path}' not found.") sys.exit(1) try: - print(f"Transcribing '{audio_file_path}' using Whisper {model_size} model...") + print(f"Transcribing '{audio_file_path}' using Whisper {args.model} model...") print( "Note: MLX optimization is automatically used on Apple Silicon when available." ) print() transcribed_text = transcribe_audio_with_mlx_whisper( - audio_file_path, model_size + audio_file_path, args.model ) print("Transcription Result:") From cef606563ac4dce2d0e59793cc38fb155f375cf6 Mon Sep 17 00:00:00 2001 From: Ken Steele Date: Tue, 7 Oct 2025 15:14:15 -0700 Subject: [PATCH 09/15] refactor: centralize audio file extensions and MIME types in base_models.py - Move audio file extensions from CLI hardcoded set to FormatToExtensions[InputFormat.AUDIO] - Add support for additional audio formats: m4a, aac, ogg, flac, mp4, avi, mov - Update FormatToMimeType mapping to include MIME types for all audio formats - Update CLI auto-detection to use centralized FormatToExtensions mapping - Add comprehensive tests for audio file auto-detection and pipeline selection - Ensure explicit pipeline choices are not overridden by auto-detection Fixes issue where only .mp3 and .wav files were processed as audio despite CLI auto-detection working for all formats. The document converter now properly recognizes all audio formats through MIME type detection. Addresses review comments: - Centralizes audio extensions in base_models.py as suggested - Maintains existing auto-detection behavior while using centralized data - Adds proper test coverage for the audio detection functionality All examples and tests pass with the new centralized approach. All audio formats (mp3, wav, m4a, aac, ogg, flac, mp4, avi, mov) now work correctly. Signed-off-by: Ken Steele --- docling/cli/main.py | 16 ++--- docling/datamodel/base_models.py | 19 ++++- tests/data/audio/sample_10s_audio-aac.aac | Bin 0 -> 149308 bytes tests/data/audio/sample_10s_audio-flac.flac | Bin 0 -> 731450 bytes tests/data/audio/sample_10s_audio-m4a.m4a | Bin 0 -> 149024 bytes tests/data/audio/sample_10s_audio-mp3.mp3 | Bin 0 -> 161100 bytes tests/data/audio/sample_10s_audio-mp4.m4a | Bin 0 -> 149024 bytes tests/data/audio/sample_10s_audio-mpeg.mp3 | Bin 0 -> 161100 bytes tests/data/audio/sample_10s_audio-ogg.ogg | Bin 0 -> 118418 bytes tests/data/audio/sample_10s_audio-wav.wav | Bin 0 -> 1762956 bytes tests/data/audio/sample_10s_audio-x-flac.flac | Bin 0 -> 731450 bytes tests/data/audio/sample_10s_audio-x-wav.wav | Bin 0 -> 1762956 bytes tests/data/audio/sample_10s_video-avi.avi | Bin 0 -> 2618430 bytes tests/data/audio/sample_10s_video-mp4.mp4 | Bin 0 -> 322884 bytes .../data/audio/sample_10s_video-quicktime.mov | Bin 0 -> 323332 bytes .../data/audio/sample_10s_video-x-msvideo.avi | Bin 0 -> 2780472 bytes tests/test_cli.py | 65 ++++++++++++++++++ 17 files changed, 86 insertions(+), 14 deletions(-) create mode 100644 tests/data/audio/sample_10s_audio-aac.aac create mode 100644 tests/data/audio/sample_10s_audio-flac.flac create mode 100644 tests/data/audio/sample_10s_audio-m4a.m4a create mode 100644 tests/data/audio/sample_10s_audio-mp3.mp3 create mode 100644 tests/data/audio/sample_10s_audio-mp4.m4a create mode 100644 tests/data/audio/sample_10s_audio-mpeg.mp3 create mode 100644 tests/data/audio/sample_10s_audio-ogg.ogg create mode 100644 tests/data/audio/sample_10s_audio-wav.wav create mode 100644 tests/data/audio/sample_10s_audio-x-flac.flac create mode 100644 tests/data/audio/sample_10s_audio-x-wav.wav create mode 100644 tests/data/audio/sample_10s_video-avi.avi create mode 100644 tests/data/audio/sample_10s_video-mp4.mp4 create mode 100644 tests/data/audio/sample_10s_video-quicktime.mov create mode 100644 tests/data/audio/sample_10s_video-x-msvideo.avi diff --git a/docling/cli/main.py b/docling/cli/main.py index 8bfe8989df..fe30f22b60 100644 --- a/docling/cli/main.py +++ b/docling/cli/main.py @@ -615,19 +615,11 @@ def convert( # noqa: C901 # Auto-detect pipeline based on input file formats if pipeline == ProcessingPipeline.STANDARD: # Check if any input files are audio files by extension - audio_extensions = { - ".mp3", - ".wav", - ".m4a", - ".aac", - ".ogg", - ".flac", - ".mp4", - ".avi", - ".mov", - } for path in input_doc_paths: - if path.suffix.lower() in audio_extensions: + if ( + path.suffix.lower().lstrip(".") + in FormatToExtensions[InputFormat.AUDIO] + ): pipeline = ProcessingPipeline.ASR _log.info(f"Auto-detected ASR pipeline for audio file: {path}") break diff --git a/docling/datamodel/base_models.py b/docling/datamodel/base_models.py index 627ecf5f7b..2b2063143a 100644 --- a/docling/datamodel/base_models.py +++ b/docling/datamodel/base_models.py @@ -94,7 +94,7 @@ class OutputFormat(str, Enum): InputFormat.XML_USPTO: ["xml", "txt"], InputFormat.METS_GBS: ["tar.gz"], InputFormat.JSON_DOCLING: ["json"], - InputFormat.AUDIO: ["wav", "mp3"], + InputFormat.AUDIO: ["wav", "mp3", "m4a", "aac", "ogg", "flac", "mp4", "avi", "mov"], InputFormat.VTT: ["vtt"], } @@ -128,7 +128,22 @@ class OutputFormat(str, Enum): InputFormat.XML_USPTO: ["application/xml", "text/plain"], InputFormat.METS_GBS: ["application/mets+xml"], InputFormat.JSON_DOCLING: ["application/json"], - InputFormat.AUDIO: ["audio/x-wav", "audio/mpeg", "audio/wav", "audio/mp3"], + InputFormat.AUDIO: [ + "audio/x-wav", + "audio/mpeg", + "audio/wav", + "audio/mp3", + "audio/mp4", + "audio/m4a", + "audio/aac", + "audio/ogg", + "audio/flac", + "audio/x-flac", + "video/mp4", + "video/avi", + "video/x-msvideo", + "video/quicktime", + ], InputFormat.VTT: ["text/vtt"], } diff --git a/tests/data/audio/sample_10s_audio-aac.aac b/tests/data/audio/sample_10s_audio-aac.aac new file mode 100644 index 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