Helle Brezel

Just here for Elon. May he always stay well funded

[Helle Brezel @BrezelHelle]

@jun_song If zuck didn’t announce on x it might pretty much have never existed

[Helle Brezel @BrezelHelle]

@Mericamemed Interested in the opinion of Henry caville on this

[Helle Brezel @BrezelHelle]

@0xSero For a second I thought you spent 10k token credits on this task and assumed a small basement fab to autonomously create the computer from scratch 😂

[Helle Brezel @BrezelHelle]

@inductionheads New algorithm has my back:

https://t.co/JxvWFtooA7

[h100envy @h100envy]

Google engineer explained how to fine-tune a tiny LLM from 46% to 90% accuracy on your phone in 21 minutes - better than $1500 on-device AI bootcamps.

pick Gemma 270M -> generate synthetic task data -> fine-tune with LoRA -> quantize to int4 -> deploy to Pixel and hit 2000 tokens per second.

That loop is how a 270M model beats a 70B one on your task, running fully offline in your pocket.

Gemma 270M + synthetic data + LoRA + int4 quantization + on-device runtime - that's the stack.

Watch and save it, then fine-tune your own tiny agent tonight.

[Helle Brezel @BrezelHelle]

I think the frontier models will super optimize smaller models for highly specific tasks that load into the general purpose robot for this task, being switched out for other tasks.

You wouldn’t send Einstein grocery shopping but explaining once to a simpler mind what has to be done and then focus on the important stuff

[Helle Brezel @BrezelHelle]

@signulll What remains to be done by @elder_plinius ?

[Helle Brezel @BrezelHelle]

@elder_plinius Could open weight models on torrents scattered all over the world realistically be taken down ? Huge efforts I would assume, right ?

@grok what are the chances of making a once released open source model inaccessible for consumers ?

[Helle Brezel @BrezelHelle]

@thealexker „Supersonic tsunami“

[Helle Brezel @BrezelHelle]

@sudoingX So how did it go ? Coding ?

[Helle Brezel @BrezelHelle]

@cremieuxrecueil I know it states „real“ but CPI probably isn’t the. Whole picture

[Helle Brezel @BrezelHelle]

@cremieuxrecueil Can you overlay / correct for M2 supply, deficits and total US debt ?

[Helle Brezel @BrezelHelle]

@signulll German Exodus?

[Helle Brezel @BrezelHelle]

@OrevaZSN Maybe they are quantized to much in school ?

[Helle Brezel @BrezelHelle]

@0xSero The algo wants me to show you this:

[Helle Brezel @BrezelHelle]

@noah_schochet @kleinerperkins @NoahMcGuinn @SpaceX Includes full stack the legal and environmental stack ?

[Helle Brezel @BrezelHelle]

@JohnGoldman What about violence cause mortality?

[Helle Brezel @BrezelHelle]

@BenBusker @alextoussss Maybe overkill with useful other insects?

[Helle Brezel @BrezelHelle]

@superalesha Great job! You really cooked there

[Helle Brezel @BrezelHelle]

@TheRealWizar Just make id modable ?