Deepseek-V4-Flash-0731 Dwarfstar on Mac
Here is the prefill performance in an M2 Ultra with 192GB of RAM. For decode, at the following depth: Start: 28 t/s 45k: 23.5 t/s 192k:…
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How the words we teach English language learners changed
Article URL: https://pudding.cool/2026/07/essential-words/ Comments URL: https://news.ycombinator.com/item?id=49145590 Points: 73 # Comments: 21
What are the best ways for managing context across a massive project?
I have a bunch of PDFs, word docs, and excel files that relate to a project of interest. I am trying to figure out what is…
Conference Reviews: Asking Too Much? [D]
There's a kind of review that asks for lengthy additions, usually extending the scope of the paper beyond the stated, even though the submission is at…
my tps is suddenly halved and I do not know why.
previously on my 3070, 32gb ddr4 and i711700 I used this command for months and got 26-30 tps: "C:Program Filesllama cppllama-server.exe" ^ -m "C:Program Filesllama cppmodelsQwen3.6-35B-A3B-UD-Q4_K_XL.gguf"…
Conclusion: r/LocalLLaMA still has brilliant open-weight research, but finding it requires wading through endless benchmark drama, non-local Discussion Points and repetitive hardware flexes.
I let Gemma4-31b run on my laptop for like almost a day using a heavily altered pi to do a deep dive on our beloved Llama…
Further Developments About Internal AI Models Hacking Things
If I had a nickel for every major leading AI lab that sheepishly admitted that the model it thought was sandboxed had, during a cybersecurity evaluation…
Ursula K. Le Guin: A Rant About "Technology" (2005)
Article URL: https://www.ursulakleguin.com/a-rant-about-technology Comments URL: https://news.ycombinator.com/item?id=49145201 Points: 7 # Comments: 0
It’s more likely I’m stupid than it’s a great conspiracy but…
How is it possible for such an active group like Unsloth to quantize so many models, and yet Hy3, which came out at the start of…
Best model <3B for multilingual understanding/ instruction following?
I know qwen 3.5 4b is great but a bit too large and miniPCM5 1b is great for agentic use but not so great for multilingual…
The Seinfeld Chronicles: Digital Edition
Article URL: https://seinfeld.visualisingdata.com/ Comments URL: https://news.ycombinator.com/item?id=49144946 Points: 12 # Comments: 2
Map and Territory, Predictably Wrong (2)
Crossposted (with small tweaks) from my Substack.Burdensome DetailsThis post explains the conjunction fallacy, i.e., people sometimes assign a higher probability to A and B together than…
LessWrong App
Hello everyone long time lurker here. I know most people here probably prefer a PWA but if you are like me and prefer an app, I…
Has Qwen 3.8 has dropped yet? Day 90…
submitted by /u/mailto_devnull [link] [comments]
Has the New Cocaine Arrived?
Article URL: https://playboy.substack.com/p/has-the-new-cocaine-finally-arrived Comments URL: https://news.ycombinator.com/item?id=49144273 Points: 26 # Comments: 16
llama.cpp just added MTP / DSpark support for DeepSeek V4 Flash
submitted by /u/rmhubbert [link] [comments]
Vacuum 16T
https://huggingface.co/tsfrm/vacuum-16t A 16.5-trillion-parameter model that contains nothing. This model is just a ████ you to the labs and companies who say that "haha I have the…
Twenty Years of RISC OS Open
Article URL: https://www.riscosopen.org/news/articles/2026/06/20/twenty-years-of-risc-os-open Comments URL: https://news.ycombinator.com/item?id=49143967 Points: 10 # Comments: 0
F*: A general-purpose proof-oriented programming language
Article URL: https://fstar-lang.org/ Comments URL: https://news.ycombinator.com/item?id=49143925 Points: 4 # Comments: 1
ARR August Cycle [D]
Mine was just submitted, and the submission count shown is still under 500. Does anyone know whether this count is meaningful for identifying the intended venue,…
An internal OpenAI Astra model solved 10 major open math and CS problems
Article URL: https://twitter.com/polynoamial/status/2083467194663571701 Comments URL: https://news.ycombinator.com/item?id=49143688 Points: 23 # Comments: 5
Great Question (YC W21) Is Hiring Senior Demand Gen Manager
Article URL: https://www.ycombinator.com/companies/great-question/jobs/YutDxyf-senior-demand-generation-manager Comments URL: https://news.ycombinator.com/item?id=49143683 Points: 0 # Comments: 0
How do you test your setup?
We all have been there, tinkering around with models is fun but we rarely do it with research precision and issues are often subtle and hard…
Single system with dual cards or two systems with single cards?
So I am in a conundrum and I'm thinking of asking for your opinion for the following: Currently, I have a 5800X3D gaming rig with a…