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Revise use cases with transformers #507
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This is to revise the use cases section with transformers ahead our upcoming "delta" wide review for the new content added since our initial CR in March 2023. @dontcallmedom please check the use cases are representative of use cases that resonate with our wide review audience. I did not restructure the old material, but plugged in the new transformers-enabled use cases into the existing list. I note it is possible to create a higher-level taxonomy for these use cases but I'll leave that as future work for now. Also check if you can find why PR Preview failed to build. Builds cleanly locally. @zolkis please check in particular the referenced papers are the canonical ones and the latest, and that the biblio entries are correct. |
Add new use cases: - Text-to-image - Speech Recognition - Text Generation - (Image Segmentation now refers to [SegAny] also) Add new reference models: - Text-to-image: stable-diffusion-v1-5 - Image segmentation: segment-anything - Speech-to-text: whisper-tiny.en - Text generation: t5-small, m2m100_418M, gpt2, llama-2-7b Remove redundant local reference: [POWERFUL-FEATURES]
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What about Video transformers? |
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Refs (included so far) look good.
@bhack, it would be helpful if you could open a new issue for the proposal similarly to #524. |
Thanks for your review. I will merge this per discussion on our call https://www.w3.org/2024/01/25-webmachinelearning-minutes.html#t01 These revised use cases help keep the spec in a cohesive state. This is particularly important as we aspire to seek delta wide review outside this group and publish a new CR Snapshot. Please note this is not a complete list of possible use cases. Future updates are expected and contributions are welcome. |
SHA: e5ea7c7 Reason: push, by anssiko Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Add new use cases:
Add new reference models:
Remove redundant local reference: [POWERFUL-FEATURES]
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