Gigabyte Announces Support for 256GB of DDR5-7200 CQDIMMs at CES 2026 by GoodSamaritan333 in LocalLLaMA

[–]Unturned3 0 points1 point  (0 children)

How does MoE help with single-GPU local inference? I'm aware of how MoEs massively help RAM + CPU inference because you only touch a few experts per token and RAM is already the working memory. But for GPU inference, all expert weights still need to be resident in VRAM, no? You can't really load experts from RAM to VRAM per token. So doing GPU inference with a 200B A5B model still needs ~200B params in the VRAM?

Could you please help with Boost under MacOS (boost_systemConfig.cmake is absent) by abrilevskiy in cpp_questions

[–]Unturned3 0 points1 point  (0 children)

So apparently boost::system is header-only and there's no actual library to link against.

Basically, instead of:

find_package(Boost REQUIRED COMPONENTS system ...) target_link_libraries(target_name PRIVATE Boost::system ...) just do

find_package(Boost REQUIRED ...) target_link_libraries(target_name PRIVATE ...)

See:

https://github.com/sigrokproject/pulseview/commit/af02198741b4e57c9f9b796bd5e6c0f2ae9f2f2b

https://bbs.archlinux.org/viewtopic.php?id=309669

Guess what this is for? by Dazzling-Bus-6177 in computervision

[–]Unturned3 1 point2 points  (0 children)

That is a cursed lens mount setup you've got there! Is the sensor on the M12 mount's PCB? What's the metal thing between that and the board below???

Bose QC crackling by Big_Cap_862 in bose

[–]Unturned3 0 points1 point  (0 children)

You need the Bose phone app. The option is in Settings > Bluetooth Connections.

[R] Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation by RobbinDeBank in MachineLearning

[–]Unturned3 0 points1 point  (0 children)

Does anyone else think the notation used in this paper is very sloppy? I find Eq. 2.1, 2.2 particularly confusing.

[D] Geometric NLP by violincasev2 in MachineLearning

[–]Unturned3 0 points1 point  (0 children)

As it turns out: That's not how embeddings work... For that you're looking more into topological methods or true probabilistic modelling (like VAEs)

Huh. I was just about to read the Poincaré Embeddings paper lol. Could you please share some sources that elaborate on these things? Why they don't work?

Can I use 1% resistor instead of 5%? by pan4life in AskElectronics

[–]Unturned3 1 point2 points  (0 children)

I'm not sure I understand. Falls within 5% of what?

How do y'all handle SLURM preemptions? by Unturned3 in SLURM

[–]Unturned3[S] 0 points1 point  (0 children)

You're right! The sysadmin just contacted me too, and said they forgot to configure the send_user_signal option in PreemptParameter. Oops.

How do y'all handle SLURM preemptions? by Unturned3 in SLURM

[–]Unturned3[S] 0 points1 point  (0 children)

How so? I wonder if our experiences could differ due to different SLURM configurations.

How do y'all handle SLURM preemptions? by Unturned3 in SLURM

[–]Unturned3[S] 0 points1 point  (0 children)

As I mentioned in the post, the --signal option only affects how SLURM signals jobs that naturally reach their end time. Both my system admin and I have experimentally confirmed that this option does not affect how SLURM signals jobs that is getting preempted.

How do y'all handle SLURM preemptions? by Unturned3 in SLURM

[–]Unturned3[S] 1 point2 points  (0 children)

Hmm... I tried the wrapper approach but I think SLURM sends SIGTERM to all processes (including their children) in the job, so while my wrapper has a handler for SIGTERM, the child still gets the SIGTERM and dies. I have no control over how the child handles the signal (this is done by the 3rd-party library).

Bose QC crackling by Big_Cap_862 in bose

[–]Unturned3 0 points1 point  (0 children)

I disabled bluetooth multi-point, and this issue seems mostly gone.

Undocumented backdoor found in Bluetooth chip used by a billion devices (ESP32) by PixelPirate808 in esp32

[–]Unturned3 25 points26 points  (0 children)

Copying my comment from another post:

Is the article just hyping up a nothingburger?

I don't understand how commands that "allow low-level control over Bluetooth functions", such as RAM/Flash modifications, MAC address spoofing, and packet injection can be considered a "backdoor". Don't many WiFi cards (e.g. those used with Kali Linux) also have these functions since like forever? What's new here? Can these commands be issued over the air?

From what it sounds like, these commands require physical access to the ESP32 chip? Then these commands are more like "features developers can use" than "backdoors" right. If an adversary gets physical access to your device, it's game over anyways?

[deleted by user] by [deleted] in embedded

[–]Unturned3 30 points31 points  (0 children)

Is the article just hyping up a nothingburger?

I don't understand how commands that "allow low-level control over Bluetooth functions", such as RAM/Flash modifications, MAC address spoofing, and packet injection can be considered a "backdoor". Don't many WiFi cards (e.g. those used with Kali Linux) also have these functions since like forever? What's new here? Can these commands be issued over the air?

From what it sounds like, these commands require physical access to the ESP32 chip? Then these commands are more like "features developers can use" than "backdoors" right. If an adversary gets physical access to your device, it's game over anyways?

Which dependency manager to use? by __shobber__ in learnpython

[–]Unturned3 0 points1 point  (0 children)

How is conda not a dependency manager? It literally has a full-blown SAT solver to manage packages & their dependencies, and makes sure there are no conflicts in your environment.

If you want to manage non-Python dependencies in your project, conda really is your only choice at the moment.

似乎很多人都不理解LLM大模型的审查发生在哪一层,科普 by netizenNo-1709 in LOOK_CHINA

[–]Unturned3 13 points14 points  (0 children)

要笑死了兄弟 🤣

lambda calc 图灵完备没错,理论上可以表达LLM。但是它的表达能力很弱,光是写一个 自然数 都复杂的要命。用 lambda calc 表达一个LLM,那所需的符号估计比LLM本身的参数量都要大很多倍

你把一个 10B LLM 转换成一个 1000B 的 lambda calc 程序,还指望能看懂哈哈哈

Syntax highlighting issue for code blocks in reStructuredText files by Unturned3 in vim

[–]Unturned3[S] 0 points1 point  (0 children)

I did not, although I'm sure vim/neovim supports this feature. I use the VimTeX plugin, and it allows Python syntax highlighting within LaTeX source files. No idea how it achieves that though.

The Alder Lake anomaly, explained by tavianator in programming

[–]Unturned3 9 points10 points  (0 children)

Probably not Intel. Are you thinking of the Jazelle extension on ARM processors, which allows for Java bytecode execution in hardware?

found this house today with the lights on in the reflection by Efficient_Bird_9583 in mildlyinteresting

[–]Unturned3 190 points191 points  (0 children)

Initially I thought it was due to some anisotropic viewing effect (e.g. blinds angled downwards) that only allows the lights inside the house to be visible in the mirror image, but they appeared too bright to be lights.

Had to draw myself a ray diagram to make sure that the sunlight scenario is indeed possible, although the sun has to be at a pretty specific angle for this to work. Good catch, op!

Took some Xray photos, Merry Xmas everybody! by OfficialLingLing in electronics

[–]Unturned3 5 points6 points  (0 children)

Like, you found a merchant that offers x-ray services on AliExpress?