Releasing PufferLib 4.0: Train agents in seconds

congrats! 🔥 hit me up if you want to hop on stream next week to showcase the new version!

Can this be setup with an autoresearch type loop to train for a task?

no link? seriously?

Algo punishes direct links

Assuming this is true, which I doubt, you prefer to boost you tweet than to lead people to your site?

Puffer is insanely fast now 🚀

nice!

nice i have some interesting experiments with it for stock trading, repo is balooning out with lots of slop though due me running autoresearch agents rn also moving to c for bitbankNZ my forecasting platform but taking a bit of time lol

very cool

Congrats! Trailer looks nice (is that raw raylib?!)

raylib + shaders. Trailer guy was out so I just did it

@max_paperclips Banger

nice!! pufferlib rules!

Awesome work and huge congrats!!

examples don't work on this branch

which examples?

lets goo :) super excited! 🐡

If I update to 4.0, do I need to change anything in my workflow, or is everything already compatible with previous 3.0 pipelines, including the environment, model, .ini, and so on?

Incredible

jaw dropped on those data vizs, i was not fair to you the last time i left a comment! i'm eating my words rn

Congratulations on pushing this out! Incredible work, 20M+ SPS is wild.

@1million_ae have a look

Feed the puffer joey

Well done!

amazing

Ah superb.

Awesome

Yeah, this is wild!

wdym agents?

🔥

Congratulations, Joseph, thank you so much for your amazing work! <3

PufferLib 4.0 trains agents in seconds? Cute, prove it or I'm calling shenanigans, bruh.

Congratulations man!🫡

feels like this only works in theory, what about when the data gets complex? learned this the hard way

Wao

gg well played ! congratulations again. 4.0 is absolutely nuts

Is it possible to help explain how I can use this to perform reinforcement learning on trading? Like I’m sure there’s simple strategies (and therefore less variables to test, I expect) that could be used to significantly increase the quality of trading signals.

congrats joseph,

Amazing !