Sam // SonivaLabs

local llm research & optimization | agentic workflows | experimenting on Blackwell & Ampere architectures

[Sam // SonivaLabs @sam_sonivalabs]

@ViC305 This is why the sparks are going up in price? Hehehe. Nice work 👍🏻

[Sam // SonivaLabs @sam_sonivalabs]

@stefanopineda Just power down 25-50w it can make a difference (slight hit on performance but worth it). Mine hits 81-82 at full utilization. But i got 2 so less tight spacing

[Sam // SonivaLabs @sam_sonivalabs]

@Tech2Wild Sinewave UPS with a decent battery backup downstream of a high capacity storage with LifePO4 battery to last longer. I use Cyberpower LCD1500 + Anker C class storage that can support up to 3000w.

[Sam // SonivaLabs @sam_sonivalabs]

@ciprianveg LOL. 16 sparks is f’in nuts

[Sam // SonivaLabs @sam_sonivalabs]

Not if you run them locally.

BTW sharing your “sensitive” data with any AI company poses a risk regardless of where it’s from.

[momoiika @moiiikaaa]

You guys are aware, right? If you’re using Chinese AI models

You’re sharing your data with the Chinese government.

[Sam // SonivaLabs @sam_sonivalabs]

@vineerpasam Publicity, transparency, marketing for their bigger models.

[Sam // SonivaLabs @sam_sonivalabs]

@tobi Come on man!

[Sam // SonivaLabs @sam_sonivalabs]

@LottoLabs Prefill kind of wack tho

[Sam // SonivaLabs @sam_sonivalabs]

@david_nix Have you tried the dsv4 flash vision exp? I also liked the 0731 but switched to vision exp. Should be the same? Cant tell yet.

[Sam // SonivaLabs @sam_sonivalabs]

@0xSero If this sells I’d lose my faith in humanity.

[Sam // SonivaLabs @sam_sonivalabs]

@TKNetX Yeah after looking deeper it seems like model is too much for 2 sparks even with offload. Its runnable but leaves no room for context. Planning to test Qwen 3.8 Flash Next

[Sam // SonivaLabs @sam_sonivalabs]

Ok who got the best performing Deepseek 4.1 Flash recipe for 2 sparks?

Shoot them here!

[Sam // SonivaLabs @sam_sonivalabs]

@MiaAI_lab Its a no brainer. 8k????

[Sam // SonivaLabs @sam_sonivalabs]

@fraserpricee Love the TUI 🔥

[Sam // SonivaLabs @sam_sonivalabs]

@MiaAI_lab Guess is whats going to pop the AI valuation bubble. Unless US gov steps in with regulations to save the big labs.

[Sam // SonivaLabs @sam_sonivalabs]

@LottoLabs He was tailor made for psyops from birth 😆

[Sam // SonivaLabs @sam_sonivalabs]

@djnmrjnvc @YourLocalAILab 😆 dont feel bad. Some of us ended on DDR4 due to insane current prices

[Sam // SonivaLabs @sam_sonivalabs]

@djnmrjnvc @YourLocalAILab Ridiculous box (in a good way)

[Sam // SonivaLabs @sam_sonivalabs]

@YourLocalAILab Would be interested in seeing the dual 6k pros as well, with ngram offload.

[Sam // SonivaLabs @sam_sonivalabs]

I hope Elon will fight on our side when it happens.

[Elon Musk @elonmusk]

@kevinnbass Nothing can shut down open source