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huggingface_hub

CONTAINERS IMAGES RUN BUILD

CONTAINERS
huggingface_hub
   Builds huggingface_hub_jp46 huggingface_hub_jp51
   Requires L4T ['>=32.6']
   Dependencies build-essential python
   Dependants audiocraft auto_awq:0.2.4 auto_gptq:0.7.1 awq:0.1.0 bitsandbytes bitsandbytes:builder efficientvit exllama:0.0.14 exllama:0.0.15 faster-whisper gptq-for-llama l4t-diffusion langchain langchain:samples llama_cpp:0.2.57 llava minigpt4 mlc:0.1.0 mlc:0.1.0-builder mlc:0.1.1 mlc:0.1.1-builder nanodb nanoowl nanosam nemo optimum stable-diffusion stable-diffusion-webui tensorrt_llm:0.10.dev0 tensorrt_llm:0.10.dev0-builder tensorrt_llm:0.5 tensorrt_llm:0.5-builder text-generation-inference text-generation-webui:1.7 text-generation-webui:6a7cd01 text-generation-webui:main transformers transformers:git transformers:nvgpt voicecraft whisperx wyoming-whisper:latest xtts
   Dockerfile Dockerfile
   Images dustynv/huggingface_hub:r32.7.1 (2023-12-15, 0.4GB)
dustynv/huggingface_hub:r35.2.1 (2023-12-15, 5.0GB)
dustynv/huggingface_hub:r35.3.1 (2023-09-07, 5.0GB)
dustynv/huggingface_hub:r35.4.1 (2023-10-07, 5.0GB)
   Notes provides huggingface-cli and huggingface-downloader tools
CONTAINER IMAGES
Repository/Tag Date Arch Size
  dustynv/huggingface_hub:r32.7.1 2023-12-15 arm64 0.4GB
  dustynv/huggingface_hub:r35.2.1 2023-12-15 arm64 5.0GB
  dustynv/huggingface_hub:r35.3.1 2023-09-07 arm64 5.0GB
  dustynv/huggingface_hub:r35.4.1 2023-10-07 arm64 5.0GB

Container images are compatible with other minor versions of JetPack/L4T:
    • L4T R32.7 containers can run on other versions of L4T R32.7 (JetPack 4.6+)
    • L4T R35.x containers can run on other versions of L4T R35.x (JetPack 5.1+)

RUN CONTAINER

To start the container, you can use jetson-containers run and autotag, or manually put together a docker run command:

# automatically pull or build a compatible container image
jetson-containers run $(autotag huggingface_hub)

# or explicitly specify one of the container images above
jetson-containers run dustynv/huggingface_hub:r35.2.1

# or if using 'docker run' (specify image and mounts/ect)
sudo docker run --runtime nvidia -it --rm --network=host dustynv/huggingface_hub:r35.2.1

jetson-containers run forwards arguments to docker run with some defaults added (like --runtime nvidia, mounts a /data cache, and detects devices)
autotag finds a container image that's compatible with your version of JetPack/L4T - either locally, pulled from a registry, or by building it.

To mount your own directories into the container, use the -v or --volume flags:

jetson-containers run -v /path/on/host:/path/in/container $(autotag huggingface_hub)

To launch the container running a command, as opposed to an interactive shell:

jetson-containers run $(autotag huggingface_hub) my_app --abc xyz

You can pass any options to it that you would to docker run, and it'll print out the full command that it constructs before executing it.

BUILD CONTAINER

If you use autotag as shown above, it'll ask to build the container for you if needed. To manually build it, first do the system setup, then run:

jetson-containers build huggingface_hub

The dependencies from above will be built into the container, and it'll be tested during. Run it with --help for build options.