[Docs] EAGLE3 docs

[simveit]

As discussed here we want to update the docs for speculative decoding to incooperate the new parts on EAGLE3.
@zhaochenyang20 I will take this issue.

[FrankLeeeee]

Ok great!

[simveit]

@FrankLeeeee expect the update at the weekend. Right now i am pretty busy on my work and i want to read the paper before i update the docs :)

[zhaochenyang20]

@simveit great! thansk so muhc! We wil give you our performance profiling,.

[simveit]

cool, thanks.

[ryang-max]

I'm also going wo working on this doc

[simveit]

great @y1cunhui than you can take this over :-)

[zhaochenyang20]

@y1cunhui @simveit thanks ruiguo and simon. We actually can work together on this.

[simveit]

@zhaochenyang20 @y1cunhui we should definitely not forget to update the old benchmark results with new ones once they are in.

[simveit]

hello @y1cunhui are you making progress? can i support or help?

[zhaochenyang20]

I think you can work on! keep update to ruiguo on slack, ruiguo yang

[ravi03071991]

Closing this as docs for EAGLE-3 are updated.