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| # faster-whisper | ||
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| > [`CONTAINERS`](#user-content-containers) [`IMAGES`](#user-content-images) [`RUN`](#user-content-run) [`BUILD`](#user-content-build) | ||
| docs.md | ||
| <details open> | ||
| <summary><b><a id="containers">CONTAINERS</a></b></summary> | ||
| <br> | ||
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| | **`faster-whisper`** | | | ||
| | :-- | :-- | | ||
| | Requires | `L4T >=34.1.0` | | ||
| | Dependencies | [`build-essential`](/packages/build-essential) [`python`](/packages/python) [`cmake`](/packages/cmake/cmake_pip) [`ctranslate2`](/packages/ctranslate2) [`huggingface_hub`](/packages/llm/huggingface_hub) [`numpy`](/packages/numpy) | | ||
| | Dependants | [`whisperx`](/packages/audio/whisperx) | | ||
| | Dockerfile | [`Dockerfile`](Dockerfile) | | ||
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| </details> | ||
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| <details open> | ||
| <summary><b><a id="run">RUN CONTAINER</a></b></summary> | ||
| <br> | ||
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| To start the container, you can use the [`run.sh`](/docs/run.md)/[`autotag`](/docs/run.md#autotag) helpers or manually put together a [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) command: | ||
| ```bash | ||
| # automatically pull or build a compatible container image | ||
| ./run.sh $(./autotag faster-whisper) | ||
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| # or if using 'docker run' (specify image and mounts/ect) | ||
| sudo docker run --runtime nvidia -it --rm --network=host faster-whisper:35.2.1 | ||
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| ``` | ||
| > <sup>[`run.sh`](/docs/run.md) forwards arguments to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) with some defaults added (like `--runtime nvidia`, mounts a `/data` cache, and detects devices)</sup><br> | ||
| > <sup>[`autotag`](/docs/run.md#autotag) finds a container image that's compatible with your version of JetPack/L4T - either locally, pulled from a registry, or by building it.</sup> | ||
| To mount your own directories into the container, use the [`-v`](https://docs.docker.com/engine/reference/commandline/run/#volume) or [`--volume`](https://docs.docker.com/engine/reference/commandline/run/#volume) flags: | ||
| ```bash | ||
| ./run.sh -v /path/on/host:/path/in/container $(./autotag faster-whisper) | ||
| ``` | ||
| To launch the container running a command, as opposed to an interactive shell: | ||
| ```bash | ||
| ./run.sh $(./autotag faster-whisper) my_app --abc xyz | ||
| ``` | ||
| You can pass any options to [`run.sh`](/docs/run.md) that you would to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/), and it'll print out the full command that it constructs before executing it. | ||
| </details> | ||
| <details open> | ||
| <summary><b><a id="build">BUILD CONTAINER</b></summary> | ||
| <br> | ||
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| If you use [`autotag`](/docs/run.md#autotag) as shown above, it'll ask to build the container for you if needed. To manually build it, first do the [system setup](/docs/setup.md), then run: | ||
| ```bash | ||
| ./build.sh faster-whisper | ||
| ``` | ||
| The dependencies from above will be built into the container, and it'll be tested during. See [`./build.sh --help`](/jetson_containers/build.py) for build options. | ||
| </details> |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,70 @@ | ||
| # whisperx | ||
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| > [`CONTAINERS`](#user-content-containers) [`IMAGES`](#user-content-images) [`RUN`](#user-content-run) [`BUILD`](#user-content-build) | ||
| docs.md | ||
| <details open> | ||
| <summary><b><a id="containers">CONTAINERS</a></b></summary> | ||
| <br> | ||
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| | **`whisperx`** | | | ||
| | :-- | :-- | | ||
| | Builds | [](https://github.com/dusty-nv/jetson-containers/actions/workflows/whisperx_jp60.yml) [](https://github.com/dusty-nv/jetson-containers/actions/workflows/whisperx_jp51.yml) | | ||
| | Requires | `L4T >=34.1.0` | | ||
| | Dependencies | [`build-essential`](/packages/build-essential) [`cuda`](/packages/cuda/cuda) [`cudnn`](/packages/cuda/cudnn) [`python`](/packages/python) [`tensorrt`](/packages/tensorrt) [`numpy`](/packages/numpy) [`cmake`](/packages/cmake/cmake_pip) [`onnx`](/packages/onnx) [`pytorch`](/packages/pytorch) [`torchaudio`](/packages/pytorch/torchaudio) [`ctranslate2`](/packages/ctranslate2) [`huggingface_hub`](/packages/llm/huggingface_hub) [`faster-whisper`](/packages/audio/faster-whisper) [`torchvision`](/packages/pytorch/torchvision) [`rust`](/packages/rust) [`transformers`](/packages/llm/transformers) | | ||
| | Dockerfile | [`Dockerfile`](Dockerfile) | | ||
| | Images | [`dustynv/whisperx:r36.2.0`](https://hub.docker.com/r/dustynv/whisperx/tags) `(2024-01-19, 8.1GB)` | | ||
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| </details> | ||
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| <details open> | ||
| <summary><b><a id="images">CONTAINER IMAGES</a></b></summary> | ||
| <br> | ||
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| | Repository/Tag | Date | Arch | Size | | ||
| | :-- | :--: | :--: | :--: | | ||
| | [`dustynv/whisperx:r36.2.0`](https://hub.docker.com/r/dustynv/whisperx/tags) | `2024-01-19` | `arm64` | `8.1GB` | | ||
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| > <sub>Container images are compatible with other minor versions of JetPack/L4T:</sub><br> | ||
| > <sub> • L4T R32.7 containers can run on other versions of L4T R32.7 (JetPack 4.6+)</sub><br> | ||
| > <sub> • L4T R35.x containers can run on other versions of L4T R35.x (JetPack 5.1+)</sub><br> | ||
| </details> | ||
| <details open> | ||
| <summary><b><a id="run">RUN CONTAINER</a></b></summary> | ||
| <br> | ||
|
|
||
| To start the container, you can use the [`run.sh`](/docs/run.md)/[`autotag`](/docs/run.md#autotag) helpers or manually put together a [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) command: | ||
| ```bash | ||
| # automatically pull or build a compatible container image | ||
| ./run.sh $(./autotag whisperx) | ||
|
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| # or explicitly specify one of the container images above | ||
| ./run.sh dustynv/whisperx:r36.2.0 | ||
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| # or if using 'docker run' (specify image and mounts/ect) | ||
| sudo docker run --runtime nvidia -it --rm --network=host dustynv/whisperx:r36.2.0 | ||
| ``` | ||
| > <sup>[`run.sh`](/docs/run.md) forwards arguments to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) with some defaults added (like `--runtime nvidia`, mounts a `/data` cache, and detects devices)</sup><br> | ||
| > <sup>[`autotag`](/docs/run.md#autotag) finds a container image that's compatible with your version of JetPack/L4T - either locally, pulled from a registry, or by building it.</sup> | ||
| To mount your own directories into the container, use the [`-v`](https://docs.docker.com/engine/reference/commandline/run/#volume) or [`--volume`](https://docs.docker.com/engine/reference/commandline/run/#volume) flags: | ||
| ```bash | ||
| ./run.sh -v /path/on/host:/path/in/container $(./autotag whisperx) | ||
| ``` | ||
| To launch the container running a command, as opposed to an interactive shell: | ||
| ```bash | ||
| ./run.sh $(./autotag whisperx) my_app --abc xyz | ||
| ``` | ||
| You can pass any options to [`run.sh`](/docs/run.md) that you would to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/), and it'll print out the full command that it constructs before executing it. | ||
| </details> | ||
| <details open> | ||
| <summary><b><a id="build">BUILD CONTAINER</b></summary> | ||
| <br> | ||
|
|
||
| If you use [`autotag`](/docs/run.md#autotag) as shown above, it'll ask to build the container for you if needed. To manually build it, first do the [system setup](/docs/setup.md), then run: | ||
| ```bash | ||
| ./build.sh whisperx | ||
| ``` | ||
| The dependencies from above will be built into the container, and it'll be tested during. See [`./build.sh --help`](/jetson_containers/build.py) for build options. | ||
| </details> |
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