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Janas: Run LLMs larger than RAM by streaming experts from SSD

https://github.com/prabanta-dev/janas
13•khalidkhair•2h ago

Comments

3eb7988a1663•36m ago
If anyone needs to see what 62 tokens/second looks like: https://token.qusai.pro/?speed=62

Which seems sufficient for mortals who are not running gas town, but want a local model.

InsidiousWombat•31m ago
I wonder when we will start seeing small commercial accelerators integrated with NVMes; could potentially use far more bandwidth than typical NVMe drive can push thru the four lanes.

Given that you'd have probably a lot more capacity just to get to required bandwidth it could be used to switch very quickly between models (as all stored there would essentially be "loaded")

kadoban•16m ago
I think what we're going to see first is essentially gpus with nvme (or at least flash) bolted on, not sure if that's also what you're saying or not.
KerrAvon•8m ago
There are many of these stream-experts-from-SDDD projects now. What's needed is a guide to all of them and maybe for someone to take the best features of each of them and merge them into one uber project.
purplecats•7m ago
would this work on a virtual disk, say w s3 or dropbox

Blood cells from 80-year-old donor become stem cells with molecular age under 20

https://doi.org/10.1111/acel.70751
55•arunc•1h ago•20 comments

GPT-6 Astra Helped Me Jailbreak My Kindle

https://nirajrajgor.com/blog/kindle-photo-frame-with-ai
51•nirajrajgor•1h ago•20 comments

GLM-Legal

https://z.ai/blog/glm-legal
413•ilreb•8h ago•236 comments

Who Is Vfmaddrnd231pd?

https://purplesyringa.moe/blog/who-is-vfmaddrnd231pd/
95•pngmangi•3h ago•8 comments

A Modern Web App in C

https://prophitt.me/writing/a-modern-web-app-in-c
369•prophittcorey•8h ago•159 comments

Phreak.ing – Internet Phone Switch

https://phreak.ing/
55•rickcarlino•3h ago•16 comments

The baffling intelligence of a single cell (2024)

https://jsomers.net/e-coli-chemotaxis/
17•jsomers•1d ago•1 comments

Intel D270 GPU AI Accelerator–Up to 480 GB LPDDR5X

https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/d-series.html
33•hurricanepootis•3h ago•11 comments

Hackers activate automatic defrosting in supermarket fridges across Europe

https://www.tomshardware.com/tech-industry/cyber-security/unprecedented-cyberattack-cripples-supe...
415•Zeekaas•12h ago•637 comments

Making big downloads resumable in Firefox

https://lunarwatcher.codeberg.page/til/firefox/resumable-big-downloads.html
75•speckx•5h ago•25 comments

Writing a Demoscene Intro for the ZX Spectrum

https://www.markround.com/blog/2026/zx-spectrum-intro
68•zdw•5h ago•6 comments

Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents

92•vishnukool•7h ago•62 comments

Turn a WiFi 7 Router into a 320Msps Software Defined Radio Receiver

https://github.com/h0m3us3r/w1700k-sdr
248•djfergus•12h ago•64 comments

Janas: Run LLMs larger than RAM by streaming experts from SSD

https://github.com/prabanta-dev/janas
14•khalidkhair•2h ago•5 comments

Citroen revives the 2CV for an electric age

https://www.bbc.com/news/articles/c620r33plgppo
253•scrlk•12h ago•312 comments

Codex CLI installs a persistent, self-updating background daemon by default

https://github.com/openai/codex/issues/48195
436•whimblepop•6h ago•229 comments

AI is a tool and using it well takes skill

https://yyhh.org/blog/2026/10/ai-is-a-tool/
200•layer8•3h ago•184 comments

Breaking Bad star RJ Mitte dies aged 34

https://news.sky.com/story/breaking-bad-star-rj-mitte-dies-aged-34-13598332
106•austinallegro•2h ago•31 comments

'AI' Is Not a Tool by Rich Hickey

https://www.linkedin.com/pulse/ai-tool-rich-hickey-kjl8e
194•svieira•6h ago•89 comments

Secret of Orange Cats Revealed After 60-Year Search

https://www.sciencealert.com/secret-of-orange-cats-finally-revealed-after-60-year-search
220•bookofjoe•2d ago•172 comments

The Making Of Super Mario 64 – full Giles Goddard interview (2001)

https://pixelatron.com/blog/the-making-of-super-mario-64-full-giles-goddard-interview-ngc/
215•gregsadetsky•2d ago•84 comments

Muse Wonder

https://research.meta.ai/blog/muse-wonder
510•meetpateltech•7h ago•280 comments

Solar panels that plug into your wall

https://www.nationalgeographic.com/environment/article/balcony-plug-in-solar-panels-renewable-energy
99•speckx•10h ago•88 comments

Kevin Kelly's 2016 AI Predictions, 10 Years Later

https://taylor.town/kk-ai-2026
126•surprisetalk•9h ago•39 comments

Show HN: An experimental pattern-first DAW that supports MCP

https://github.com/andrewfader/blokkily
6•androsynth89•1h ago•2 comments

Show HN: PS2 games statically recompiled to WebAssembly

https://github.com/snuri00/ps2-web-recomp
264•deadxwarrior•17h ago•141 comments

Show HN: Brickbrag – A multiplayer brick-building world in the browser

https://brickbrag.com/
21•neuling•3h ago•9 comments

Thinking will become a hobby

https://www.spinellis.gr/blog/20261008/?li261008
214•pranitha_m•7h ago•282 comments

Show HN: Atticus – Hold-to-talk voice assistant for macOS that runs on Claude -p

https://github.com/SaarthurR/atticus-mac
61•SaarthRanka•1d ago•9 comments

AI coding agents generate more code, but not more software

https://arstechnica.com/ai/2026/10/ai-coding-agents-generate-more-code-but-not-more-software/
303•gumby•7h ago•263 comments