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Co-authored-by: Michael Goin <michael@neuralmagic.com>

Co-authored-by: Nick Hill <nickhill@us.ibm.com>
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Co-authored-by: Andy Dai <76841985+Imss27@users.noreply.github.com>

Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

Co-authored-by: Roger Wang <ywang@roblox.com>

Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

[Documentation][Spec Decode] Add documentation about lossless guarantees in Speculative Decoding in vLLM (#7962)

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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

Co-authored-by: constellate <constellate@1-ai-appserver-staging.codereach.com>
Co-authored-by: Kyle Mistele <kyle@constellate.ai>

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Co-authored-by: Zeqi Lin <zelin@microsoft.com>
Co-authored-by: Zeqi Lin <Zeqi.Lin@microsoft.com>

Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Kaunil Dhruv <kaunil_dhruv@intuit.com>

Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>