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The state of the art models these days would not be able to be bundled with browsers. These are typically neural models [0] and require specialized hardware to
by hashingroll 5y ago
The state of the art models these days would not be able to be bundled with browsers. These are typically neural models [0] and require specialized hardware to run, and also have high memory requirements.
The models in browsers are light-weight to be able to run on most devices. Might be similar to those used in smartphone keyboards like GBoard [1].
[0] https://www.microsoft.com/en-us/research/blog/speller100-zero-shot-spelling-correction-at-scale-for-100-plus-languages/ https://www.microsoft.com/en-us/research/blog/speller100-zer..., https://cloud.google.com/blog/products/g-suite/everyday-ai-beyond-spell-check-how-google-docs-is-smart-enough-to-correct-grammar https://cloud.google.com/blog/products/g-suite/everyday-ai-b...
[1] https://ai.googleblog.com/2021/10/grammar-correction-as-you-type-on-pixel.html https://ai.googleblog.com/2021/10/grammar-correction-as-you-...