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LicGen – Offline License Generator (CLI and Web UI)

1•tejavvo•2m ago•0 comments

Service Degradation in West US Region

https://azure.status.microsoft/en-gb/status?gsid=5616bb85-f380-4a04-85ed-95674eec3d87&utm_source=...
2•_____k•2m ago•0 comments

The Janitor on Mars

https://www.newyorker.com/magazine/1998/10/26/the-janitor-on-mars
1•evo_9•4m ago•0 comments

Bringing Polars to .NET

https://github.com/ErrorLSC/Polars.NET
2•CurtHagenlocher•6m ago•0 comments

Adventures in Guix Packaging

https://nemin.hu/guix-packaging.html
1•todsacerdoti•7m ago•0 comments

Show HN: We had 20 Claude terminals open, so we built Orcha

1•buildingwdavid•7m ago•0 comments

Your Best Thinking Is Wasted on the Wrong Decisions

https://www.iankduncan.com/engineering/2026-02-07-your-best-thinking-is-wasted-on-the-wrong-decis...
1•iand675•7m ago•0 comments

Warcraftcn/UI – UI component library inspired by classic Warcraft III aesthetics

https://www.warcraftcn.com/
1•vyrotek•8m ago•0 comments

Trump Vodka Becomes Available for Pre-Orders

https://www.forbes.com/sites/kirkogunrinde/2025/12/01/trump-vodka-becomes-available-for-pre-order...
1•stopbulying•10m ago•0 comments

Velocity of Money

https://en.wikipedia.org/wiki/Velocity_of_money
1•gurjeet•12m ago•0 comments

Stop building automations. Start running your business

https://www.fluxtopus.com/automate-your-business
1•valboa•17m ago•1 comments

You can't QA your way to the frontier

https://www.scorecard.io/blog/you-cant-qa-your-way-to-the-frontier
1•gk1•18m ago•0 comments

Show HN: PalettePoint – AI color palette generator from text or images

https://palettepoint.com
1•latentio•18m ago•0 comments

Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
2•Anon84•22m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•24m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•25m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•32m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
2•shervinafshar•33m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•38m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
10•mooreds•39m ago•3 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•40m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

2•pinkmuffinere•41m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•46m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•48m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
3•saikatsg•48m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
2•aweussom•48m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•50m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•50m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•51m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•52m ago•0 comments
Open in hackernews

Ask HN: What kind of local on-device AI do you find useful?

6•NullCascade•4mo ago
Something that fits in 12GB VRAM or less.

Comments

onion2k•4mo ago
I've been making a point'n'click game recently, and generating the art using Flux.1 Dev and Flux.Konnect locally on a Mac Mini M1 with 8GB of RAM. It isn't quick (20m+ per image) but once I had the settings dialled in for the style I want it works really well.
jjice•4mo ago
Very neat use! Do you have anything public currently? Curious to see how they look. Or if you can't share at the moment, what's the art style you're going for?
runjake•4mo ago
I don't know because I have 36GB memory on Apple Silicon and mostly use models that require around 32GB, but I will say that people underestimate the abilities of ~7b models for many tasks.
OccamsMirror•4mo ago
What ~7b models would you recommend investigating?
runjake•4mo ago
Start with the 7b and 8b models popular on Ollama's listings:

https://ollama.com/search?q=7b

https://ollama.com/search?q=8b

It's not showing up high on the list of the above URLs for some reason, but I quite enjoy the deepseek-r1 8b variant: https://ollama.com/library/deepseek-r1

YMMV

roosgit•4mo ago
I have an RTX 3060 with 12GB VRAM. For simpler questions like "how do I change the modified date of a file in Linux", I use Qwen 14B Q4_K_M. It fits entirely in VRAM. If 14B doesn't answer correctly, I switch to Qwen 32B Q3_K_S, which will be slower because it needs to use the RAM. I haven't tried yet the 30B-A3B which I hear is faster and closer to 32B. BTW, I run these models with llama.cpp.

For image generation, Flux and Qwen Image work with ComfyUI. I also use Nunchaku, which improves speed considerably.

horseradish7k•4mo ago
ocring and labeling my photo library
marek77•4mo ago
Could you elaborate a bit on your tools / workflow? thanks
true_religion•4mo ago
Auto-summarization and OCR. It probably would be mildly good at spelling/grammar correction but I'd need a tight integration and not just a chat program.