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