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Firefox AI Runtime
==================
This component is an experimental machine learning local inference runtime based on
`Transformers.js <https://huggingface.co/docs/transformers.js/index>`_ and
the `ONNX runtime <https://onnxruntime.ai/>`_. You can use the component to leverage
the inference runtime in the context of the browser. To try out some inference tasks,
you can refer to the
`1000+ models <https://huggingface.co/models?library=transformers.js>`_
that are available in the Hugging Face Hub that are compatible with this runtime.
To enable it, flip the `browser.ml.enable` preference to `true` in `about:config`
then visit **about:inference** (Nightly only) or add the following snippet of code
into your (privileged) Javascript code in Firefox or in the browser console:
.. code-block:: javascript
const { createEngine } = ChromeUtils.importESModule("chrome://global/content/ml/EngineProcess.sys.mjs");
const engine = await createEngine({taskName: "summarization"});
const request = { args: ["This is the text to summarize"]};
const res = await engine.run(request);
console.log(res[0]["summary_text"]);
In case of problem, go to ``about:logging`` find the ``Machine Learning`` preset
in the dropdown, start logging, reproduce you issue, upload or save the profile,
and open a bug with the link or profile file in `Core :: Machine Learning
<https://bugzilla.mozilla.org/enter_bug.cgi?product=Core&component=Machine%20Learning>`_
Learn more about the platform:
.. toctree::
:maxdepth: 1
architecture
api
notifications
models
perf
extensions
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