@iMilnb

FOSS contributor, NetBSD developer. DJ'ing and composing in my spare time * https://xitter.cf/t.co/OWRDcI9cx4 * https://xitter.cf/t.co/tmyoGagdzR * @imil.net on bs

 Valencia, Spain
imil.net/blog/
Joined August 2009
  • Tweets48.2K
  • Following1.3K
  • Followers5K
2.9KMedia
Hear me out: @support_huihui abliterated Qwen Flash Next 3.8 Swift iq2_xs on Strata running on a *8GB RX 7600*, 64GB DDR4 and a cheap NVMe drive at FREAKING 30-40 TOKENS/S @coldniko is the goat.
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Now trying Gyro-M
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Niko Veit
@coldniko18h
Strata 0.2.0 is now live in beta! It includes its own in-app harness and terminal-serving interface. github.com/Niko1221/Strata A lot of performance improvements and support for low-end devices 👇
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afjcjsbx
@afjcjsbxOct 18
PicoClaw v0.5.1 just dropped! ⚡️ ​Featuring OpenCode Go provider support, full Plugin CLI, smart artifact spilling for oversized outputs, and reduced memory usage on embedded boards. ​Grab the release: github.com/afjcjsbx/picoclaw ​#OpenSource #AI #Golang #RISCV

GitHub - afjcjsbx/picoclaw: Ultra-lightweight, open-source, self-hosted personal AI assistant in Go...

Ultra-lightweight, open-source, self-hosted personal AI assistant in Go for RISC-V, SBCs, and embedded systems. Active PicoClaw fork with WebUI, MCP, memory, multi-agent workflows, plugins, and cha...

github.com
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Real iOS 16.5 booting on Android hardware, Not a theme, Not an emulator. HackiOS shows a Poco X5 Pro/ Note 12 Turbo booting into what looks like iOS 16.5 (Settings About as iPhone X, home screen, widgets). They say custom UEFI + XNU kernel not a skin. But no public source code, no independent verification, and no installable build. They claim custom UEFI + XNU adaptation and say it’ll be free and open.
Md Ismail Šojal 🕷️
@0x0SojalSecOct 16
WTf, Running real iOS on Android hardware. HackiOS is attempting a full code rewrite to run actual iOS on Android hardware. They’re in the final polishing stage. If it works, the project will be completely free and open no paywalls, no premium tiers.
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La semaine dernière on a fait connaissance avec #FreeBSD. Alors demain, ça va devenir un aquatique et piquant. Il est temps qu'on parle tu gros posson tout zaune ! #OpenBSD install / packages / ports / build... Et comme toujours, ça se passe ici à 8h: twitch.tv/lefinnois_

Lefinnois_ - Twitch

Bienvenue sur ma chaîne.Je suis Denis Bodor, alias Lefinnois (oui, c'est une référence à Neuromancer de W. Gibson).Ici je parle tech, dev, hardware et bas niveau, sur mon temps libre.Côté pro, je...

twitch.tv
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Qwen Flash Next UD-IQ4_XS is good, but note the level of detail UD-Q4_K_XL brings in this small X-Wing simulator, created in 10 minutes with Strata * xs imil.net/stuff/xwing.html * k_xl imil.net/stuff/xwing-q4_k_xl…
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cc @coldniko
🤖 Made with AI
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Same rig, unsloth-UD-Q4_K_XL
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Por ahí vamos otra vez eh @CorreosAtiende ?
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iMil 🇪🇸🦇 retweeted
VecSzn
@Vec_SznOct 14
Replying to @iMilnb
It’s back now!
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.@Vec_Szn did you take down the PolyStrata repo? 404 this morning :(
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iMil 🇪🇸🦇 retweeted
Jun Song
@jun_songOct 12
Running AI locally is not about cutting API costs. It is about owning your digital sovereignty again.
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I've just PR'd AMD GPU support to @Vec_Szn's fork of Strata, unleashing 60 tok/s on Qwen 3.6 35B A3B with an RX 7600 / 8GB! github.com/VecSzn/PolyStrata…

poly: run strata-poly on AMD cards through the HIP backend by iMilnb · Pull Request #11 · VecSzn/...

What strata-poly (the Qwen3.6 / Ornith / Gemma 4 / Tiel engine) was CUDA-only; this builds and runs it on AMD GPUs through the HIP backend the main engine already uses, and lets setup.py install it...

github.com
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Hopla! Le replay du stream de dimanche, "Découverte de #FreeBSD" est en ligne sur Youtube -> youtube.com/watch?v=yhq4ga5t…

Stream Twitch du 11/10/2026. Découvrons FreeBSD: installation, commandes, paquets, ports, etc.

On installe FreeBSD 15.1 dans une VM Bhyve instanciée sur un FreeBS...

youtube.com
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Current: [strata] done: 6719 tokens in 66 s (102.4 tok/s) (disconnect, cancel=True), expert cache 97.5% hit (+0.4% of the routed experts over PCIe) The model is qwen3.8-flash-next-unsloth-ud-iq4_xs on 1xRTX5080 + 1xRTX3090 + 64GB DDR4 insane. kudos to @coldniko
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Niko Veit
@coldnikoOct 1
People still dont fully grasp Strata You can now buy old cheap DDR3 machine with 128GB or 64GB RAM connect 8GB+ GPU and run Qwen3.8-Flash-Next at 70tps+ Remember guys: More cores/threads in CPU - faster it will go :) github.com/Niko1221/Strata

GitHub - Niko1221/Strata: Qwen3.8-Flash-Next on any consumer hardware: one-click install for...

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input. - Niko1221/Strata

github.com
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smolClaw is now updated with @afjcjsbx's picoclaw fork release 0.5.0! smolbsd.org/smolclaw/ Great job Mauro!
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iMil 🇪🇸🦇 retweeted
afjcjsbx
@afjcjsbxOct 11
PicoClaw v0.5.0 is here! ⚡️ ​Huge update with Agent Plugins 1.0, MCP OAuth, Voice Mode, Image Generation, WebUI conversation forks, and a new low-power profile for embedded hardware! ​Full changelog & release: github.com/afjcjsbx/picoclaw ​#OpenSource #AI #Golang #RISCV

GitHub - afjcjsbx/picoclaw: Ultra-lightweight, open-source, self-hosted personal AI assistant in Go...

Ultra-lightweight, open-source, self-hosted personal AI assistant in Go for RISC-V, SBCs, and embedded systems. Active PicoClaw fork with WebUI, MCP, memory, multi-agent workflows, plugins, and cha...

github.com
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1. reduce source tree to strictly needed files 2. remove unneeded code paths 3. while at it, make it faster
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Local inference BTW, Qwen 3.8 Flash Next iq4_xs on Strata github.com/Niko1221/Strata, all thanks to @coldniko

GitHub - Niko1221/Strata: Qwen3.8-Flash-Next on any consumer hardware: one-click install for...

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input. - Niko1221/Strata

github.com
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