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Lossless model compression experiment: GLM-5.2 in 25% less memory

https://brianbell-x.github.io/weight-compression/
16•hambandit•13h ago

Comments

Sanzig•13h ago
So, if I'm understanding correctly, this is just for lower bandwidth transfers of full BF16 weights over the wire, not for serving, correct? Have you benchmarked the performance against a SOTA general purpose compression algorithm like zstd?

Also, are all that many people handling the BF16 weights directly? GLM-5.2's reference deployment is FP8, and many vendors are even serving at NVFP4 which seems to offer negligible degradation over the FP8 reference deployments.

Who's afraid of Chinese models?

https://stratechery.com/2026/whos-afraid-of-chinese-models/
397•mfiguiere•17h ago•276 comments

Jellyfin founder Andrew leaves team

https://forum.jellyfin.org/t-project-leadership-changes
149•swat535•4h ago•82 comments

Kimi Work

https://www.kimi.com/products/kimi-work
441•ms7892•11h ago•193 comments

Jelly UI: Soft-body physics for native HTML form controls

https://jelly-ui.com/
391•baldvinmar•11h ago•143 comments

Human mathematicians are being outcounterexampled

https://xenaproject.wordpress.com/2026/07/20/human-mathematicians-are-being-outcounterexampled/
266•artninja1988•9h ago•91 comments

A Koi Pond Mosaic Made from 10 Pounds of 3D Printer Waste

https://www.instructables.com/A-Koi-Pond-Mosaic-Made-From-10-Pounds-of-3D-Printe/
4•sudo_cowsay•21m ago•0 comments

Hacker wipes Romania's land registry database

https://news.risky.biz/risky-bulletin-hacker-wipes-romanias-entire-land-registry-database/
599•speckx•14h ago•337 comments

Flock Credibility Lost as It Repeatedly Lies to City Councils, Police, & Public

https://www.aclu.org/news/privacy-technology/tracking-alpr-cameras/flock-safety-credibility-lost-...
207•StatsAreFun•3h ago•26 comments

Nativ: Run frontier open models locally on your Mac

https://blaizzy.github.io/nativ/
216•aratahikaru5•9h ago•80 comments

Running Doom on Our Custom CPU and Going Viral

https://www.armaangomes.com/blogs/doom/
3•arghunter•19m ago•0 comments

I wrote an bash enumerator because I was sick of xargs

https://numerlab.org/2025/07/20/bashumerate-enumerator/
89•wallach-game•8h ago•65 comments

Is surveillance risk chilling your online speech?

27•Webstir•56m ago•20 comments

Show HN: Immersive Gaussian Splat tour of grace cathedral, San Francisco

https://vincentwoo.com/3d/grace_cathedral/
108•akanet•8h ago•22 comments

Agent swarms and the new model economics

https://cursor.com/blog/agent-swarm-model-economics
147•jlaneve•10h ago•62 comments

China’s open-weights AI strategy is winning

https://werd.io/american-ai-is-locked-down-and-proprietary-its-losing/
1015•benwerd•13h ago•809 comments

The Psychology of Software Teams

https://www.routledge.com/The-Psychology-of-Software-Teams/Hicks/p/book/9781032963389
60•dcre•5d ago•14 comments

Five US tech giants' hidden debts soar to $1.65T on opaque AI funding

https://asia.nikkei.com/business/technology/five-us-tech-giants-hidden-debts-soar-to-1.65tn-on-op...
8•NordStreamYacht•17m ago•0 comments

My two year old taught me constraint solving

https://thecomputersciencebook.com/posts/how-my-2yo-taught-me-constraint-solving/
50•bambataa•1w ago•18 comments

What most histories get wrong about MUMPS's first standard

https://github.com/rochus-keller/MUMPS/blob/main/docs/First_MUMPS_Standard_Article.md
8•Rochus•1w ago•7 comments

LEDs’ potential to save our night skies

https://spectrum.ieee.org/led-light-pollution
220•defrost•15h ago•170 comments

Launch HN: Bloomy (YC S26) – AI-powered mastery learning for K-12

69•alexsouthmayd•11h ago•76 comments

The Power of Awareness: Overcoming Surveillance Capitalism

https://www.scottrlarson.com/presentations/overcoming-surveillance-capitalism-with-awareness/
70•trinsic2•8h ago•8 comments

Perfection is not over-engineering

https://var0.xyz/posts/perfection-is-not-over-engineering.html
213•var0xyz•14h ago•92 comments

Corners Don't Look Like That: Regarding Screenspace Ambient Occlusion (2012)

https://nothings.org/gamedev/ssao/
158•firephox•13h ago•65 comments

Shinjuku Station in 3D

https://satoshi7190.github.io/Shinjuku-indoor-threejs-demo/
175•Gecko4072•14h ago•35 comments

You only need the frontier model for one single edit

https://stencil.so/blog/prewalk
94•jxmorris12•5d ago•23 comments

How we measured AI writing across arXiv, and where the measurement breaks

https://unslop.run/blog/measuring-ai-writing-on-arxiv
200•dopamine_daddy•11h ago•145 comments

85.3 GFlops: Optimizing FP32 Matrix Multiplication on a Single AMD Zen 3 Core

https://github.com/houslast3/85.30-GFLOPS-Single-Core-FP32-Matrix-Multiplication-on-AMD-Zen-3
60•houslast•3d ago•17 comments

Atomic Physics in Pure Anglo-Saxon

https://www.ling.upenn.edu/~beatrice/110/docs/uncleftish-beholding.html
17•xelxebar•1w ago•6 comments

Opaque, Interoperable Passkey Records (and a Go API)

https://words.filippo.io/passkey-record/
25•gnabgib•5h ago•5 comments