Added example of how to run Hugging Face models through Ollama using TC#8771
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eddumelendez merged 8 commits intotestcontainers:mainfrom Jun 30, 2024
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kiview
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Jun 12, 2024
| } | ||
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| @Override | ||
| protected void containerIsStarted(InspectContainerResponse containerInfo) { |
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Suggested change
| protected void containerIsStarted(InspectContainerResponse containerInfo) { | |
| protected void containerIsStarted(InspectContainerResponse containerInfo, boolean reused) { |
Support re-use.
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| @Override | ||
| protected void containerIsStarted(InspectContainerResponse containerInfo) { | ||
| super.containerIsStarted(containerInfo); |
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| super.containerIsStarted(containerInfo); | |
| super.containerIsStarted(containerInfo, reused); | |
| if (reused) { | |
| return; | |
| } |
Don't download the model on re-use.
… not fail on compile with java 1.8
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eddumelendez
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Jun 27, 2024
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eddumelendez
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Thanks @ilopezluna! Left some comments to improve the example.
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| if (huggingFaceModel != null) { | ||
| this.setImage( | ||
| new ImageFromDockerfile() | ||
| .withDockerfileFromBuilder(builder -> { | ||
| builder | ||
| .from(this.getDockerImageName()) | ||
| .run("apt-get update && apt-get upgrade -y && apt-get install -y python3-pip") | ||
| .run("pip install huggingface-hub") | ||
| .build(); | ||
| }) | ||
| ); | ||
| } |
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I think we can move those commands to containerIsStarted and use execInContainer directly.
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| try ( | ||
| OllamaContainer ollama = new OllamaContainer( | ||
| DockerImageName.parse(imageName).asCompatibleSubstituteFor("ollama/ollama:0.1.42") | ||
| ) | ||
| ) { | ||
| try { | ||
| ollama.start(); | ||
| } catch (ContainerFetchException ex) { | ||
| // Create the image | ||
| try ( | ||
| OllamaHuggingFaceContainer huggingFaceContainer = new OllamaHuggingFaceContainer( | ||
| imageName, | ||
| new OllamaHuggingFaceContainer.HuggingFaceModel(repository, model) | ||
| ) | ||
| ) { | ||
| huggingFaceContainer.start(); | ||
| huggingFaceContainer.stop(); | ||
| } | ||
| ollama.start(); | ||
| } |
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let's use the docker client API to check if the image exists, the code will be more readable.
- use docker client to check if image already exist - remove the gguf file after creating the ollama model
eddumelendez
approved these changes
Jun 30, 2024
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Thanks @ilopezluna ! |
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Added example of how to use
OllamaContainerto run Hugging Face modelsCo-authored-by: @kiview