Exploring #A2A protocol? Here's a repo of examples in Java and Python, including examples showing interop across languages. More to come over time.
https://t.co/gB3bDYP096
The way we will create a future where powerful AI is open-source and available to all is by making AI radically more efficient, both in terms of inference compute and (more importantly) in terms of training data requirements. This is what symbolic learning will achieve.
Congratulations to Google on open-sourcing Gemma Diffusion!
I want to give a shout-out to a group of really talented Cornell students who developed in the lab a lot of the new ideas that we see in this model:
@mariannearr -- Block diffusion is what enables Gemma Diffusion to generate arbitrary length sequences and support KV caching.
@mariannearr@SchiffYair -- Efficient encoder-decoder diffusion (E2D2) extends block diffusion and is part of what makes Gemma really fast, speeding up inference by running a smaller decoder model.
@SchiffYair@ssahoo_@Guanghan__Wang -- Uniform diffusion LMs (UDLMs) are the family of discrete diffusion models that underlie Gemma and define its noise process and training objective. This work builds on our earlier simplified losses in MDLMs.
@ssahoo_ -- Uniform diffusion supports built-in error correction and is especially effective with distilled fast samplers like the ones introduced in Duo.
This is a great overview of Gemma Diffusion: https://t.co/MXLfgPPNc4
Check out the students' papers below:
@SenateGOP Senate Republicans are fascist losers who are trying to turn America into a 3rd world fascist shithole... what fucking reality are you brain-dead morons living in???
State legislators have turned ballot access into a protection racket for the two-party system.
The rules aren’t there to help voters, they’re there to shield incumbents from competition.
@Patriotic_Gram@SenTomCotton No real Republican would support Trump... Trump is a fascist piece of shit, and an embarrassment to every honest American.
@SenTomCotton This is some seriously brain-dead stupid shit, even for a Republitard. Seriously bro, were you born stupid, or is this the result of shaken baby syndrome or did you go in for an elective lobotomy or what?!??
Do I like @elonmusk? Not at all. Do I respect Elon? Only slightly. BUT... nonetheless, accomplishment is accomplishment, so congrats to Elon for becoming the world's first Trillionaire.
@CAgovernor Great, then let's work on making everybody else richer. And let's start by enabling America's talented and hard-working entrepreneurs, innovators, and small business people to do what they do best - build and grow new technologies and businesses. And that starts with #freedom.
@TheTuringPost Skill Engineering? Seriously, did you just time travel from the ancient past or something?? We've long since moved on to the latest <strike>fad</strike> er, technique: Loop Engineering!
#LoopEngineering#AI
@billandhisclips No it isn't, it's common sense. Actually, now that you mention it, I guess that does make it a hot take, considering how uncommon common sense has become. ☹️