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feat(oci): support OCI images and Ollama models #2628

Merged
merged 6 commits into from
Jun 22, 2024
Merged

feat(oci): support OCI images and Ollama models #2628

merged 6 commits into from
Jun 22, 2024

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mudler
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@mudler mudler commented Jun 21, 2024

Description

This PR fixes #2527
This PR fixes #1028

Now models URL can be specified also as oci:// or ollama:// prefix. Note that when oci:// is used, it will default to unpack the image content to the model path, so the container have to be a naked one (e.g. a FROM scratch built with docker). When using ollama://, it can be used as for e.g. ollama://llama3 or ollama://gemma:2b and so on so forth.

My plan is to further make the installation more flexible in a way that local-ai models install ... can be used directly with URL/oci/ollama.

How it works

Models URLs can be specified as usual, in the YAML config file for example:

parameters:
  model: ollama://...

or directly start the ollama model:

local-ai run ollama://gemma:2b

Alternatively, the model can be pre-populated with local-ai models install too:

local-ai models install ollama://gemma:2b

For OCI images, same applies but the prefix is oci://. To build a container image which works in this way, you must have a Dockerfile like this:

FROM scratch
COPY ./my_gguf_file.gguf /

Push the image in some registry and reference it.

Notes for Reviewers

It also includes a small nuances in fixing watcher message that displays always as an error 🤷

Signed commits

  • Yes, I signed my commits.

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Signed-off-by: Ettore Di Giacinto <[email protected]>
@mudler mudler changed the title feat(oci): support OCI images feat(oci): support OCI images and Ollama models Jun 21, 2024
@mudler mudler added the enhancement New feature or request label Jun 21, 2024
Signed-off-by: Ettore Di Giacinto <[email protected]>
Signed-off-by: Ettore Di Giacinto <[email protected]>
Signed-off-by: Ettore Di Giacinto <[email protected]>
@mudler mudler merged commit f569237 into master Jun 22, 2024
37 of 38 checks passed
@mudler mudler deleted the oci branch June 22, 2024 06:17
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support models from OCI registry Ollama support
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