CocaKova

I run models at home and build the boring tools that make that usable.

Learn ➡️ Do ➡️ Advance ➡️ Repeat 🔄

[CocaKova @Jonnykov]

Big Keryx update on my phone tonight. 2.10.

- The sidebar finally makes sense. Sessions on shelves by day, and the folds stick.

- Filters for what needs me, what's running, what I haven't read.

- Project sessions stay in their project. A "show older" row gets me back to chats from weeks ago.

- One search box for everything: sessions, commands, settings.

- Settings are flat and searchable. Type "vibrate", it takes you to the row.

- When a turn fails it tells me what broke and offers a retry.

- Tap the context ring to see what's eating the window.

- Long-press the last reply to take the whole exchange back.

- New sessions open on the model I last picked.

- Chats open instantly. Like, before the gateway has even answered.

All of it against a Hermes gateway on hardware I own. That part doesn't change.

[CocaKova @Jonnykov]

@tonysimons_ IM HERE WITHIN 20 MINUTES

[CocaKova @Jonnykov]

@Lord_Seagull91 @dhh From what I've seen, he now switches to languages that allow most optimal for performance for a given project, so I'm not sure where this is coming from. Maybe I'm missing something?

[CocaKova @Jonnykov]

@KaranD93 Man whatever happened to good ol computer backups 😭 it was (and should be) normal lol

[CocaKova @Jonnykov]

@Viktoria5z Edward: "an algorithm doesn't make mistakes."

The little 4-9b that got fine tuned to hell: "wanna bet?"
😂

[CocaKova @Jonnykov]

@abufenyrcd It's the killer of people who make their work their lives. Dont tell me they forgot what they like to do in their free time!

[CocaKova @Jonnykov]

@jun_song Recently a lot of my replies to you have been basically big sighs from the news you're sharing. Maybe I'm just not surprised.. another sigh😔

[CocaKova @Jonnykov]

@sudoingX The very first reason was about privacy. I am in cybersecurity after all!

[CocaKova @Jonnykov]

@iAjittiwari My instance (which I should truly use more) is in a proxmox VM. EZ backups of the whole machine. So technically, a volume snapshot!

[CocaKova @Jonnykov]

@sfxnz @MiaAI_lab @plotarmordev This right here

[CocaKova @Jonnykov]

Sure am! Take a peeksy at my profile, I post a super rigouris benchmark on local models that I run myself. Sometimes it goes for over 8 hrs depending on the model 😅😂 Mixed with other news or takes on local AI. Those plus I make apps, but I won't bore you with that here - if you like em, you'll click em😉

I run a 2 DGX spark cluster (which currently one is out for warranty repair/replacement)

[CocaKova @Jonnykov]

@iAjittiwari Tell me about it 😅 the PR absorbtion was going too slow. Which I don't blame them - got a lot on the plate, but yeah it was a little bit tiresome haha

[CocaKova @Jonnykov]

@loktar00 Just a display unit? Back in the day that calls for a discount! 😂

[CocaKova @Jonnykov]

@TheAhmadOsman Bro says local weights are trash then turns around and releases one

[CocaKova @Jonnykov]

Qwen3.8-27B NVFP4 on the Garden Trials, one Spark:

• Orbit 5/5 at low effort, two perfect JSON parsers at medium

• TOML 0/10. Seven runs reasoned 109k+ chars of clean planning, then stopped and wrote nothing

• Best TOML parser still hit 0.8884 vs the last climber's 0.858 (interestingly)

Full report: https://t.co/2vljdha7WM

[CocaKova @Jonnykov]

@TheAhmadOsman @BrandonMusicKy @loktar00 @mr_r0b0t @usr_bin_roygbiv @TechMDAI @net_termina @itsjustmarky @u1tra_instinct @QuixiAI @pupposandro Amazing list brotha thanks for sharing. Even reminded me to hit follow on people I've already seen a lot

[CocaKova @Jonnykov]

@loktar00 Waaittt a second I've seen this before. This is the one where the chunks wouldn't load! Lemme give ya a follow

[CocaKova @Jonnykov]

@MrAndyNgo Yep that's enough news for me today

[CocaKova @Jonnykov]

What did Qwen do to my childhood hero😭🤣

1x DGX Spark - Qwen 3.8 Flash Next

Prompt: "Given the RAM constraint on the Spark, how would you handle making a Sonic the Hedgehog fan game? This would be one level to test with the most beloved mechanics from the Sonic series. How would you do the art? Of course, we could make it in Godot. Don't start, but just figure out how you would handle it all with the RAM constraint"

(After I just said "proceed")

Tools: Aseprite + Godot

[CocaKova @Jonnykov]

@jun_song How do I put this in the nicest way possible... That post + comments is brimming with idiocy