Сижу дома, а хотелось бы с Майки

latent moe, jianlin su balancer, mamba 3, attention residuals, 500 hparam changes... when do we cross the line from "yolo run" to "schizo run"?

@ariG23498 @PyTorch Does it work on Windows?🧐

When you run a @PyTorch model on a GPU, the acutal work is executed through kernels. These are low-level, hardware-specific functions designed for GPUs (or other accelerators). If you profile a model, you'll see a sequence of kernel launches. Between these launches, the GPU can sit idle, waiting for the next operation. A key optimization goal is therefore to minimize gaps between kernel execution and keep the GPU fully utilized. One common approach is `torch.compile`, which fuses multiple operations into fewer kernels, reducing overhead and improving utilization. Another approach is to write custom kernels tailored to specific workfloads (e.g., optimized attention or fused ops). However, this comes with significant challenges: > requires deep expertise in kernels writing > installation hell > integration with the model is non-trivial To address this,@huggingface introduces the `kernels` library. With this one can: > build custom kernels (with the help of a template) > upload them to the Hub (like models or datasets) > integrate them to models with ease Let's take a look at how the transformers team use the kernels library to integrate it into the already existing models. (more in the thread)

@HaochengXiUCB gotta love these "GPU breakthroughs" that only work in controlled Unix environments. Reimagined k-means for modern hardware, but somehow Windows support was a step too far. like 30x over cuML, 200x over FAISS and 0x on Windows

𝗞-𝗺𝗲𝗮𝗻𝘀 𝗶𝘀 𝘀𝗶𝗺𝗽𝗹𝗲. 𝗠𝗮𝗸𝗶𝗻𝗴 𝗶𝘁 𝗳𝗮𝘀𝘁 𝗼𝗻 𝗚𝗣𝗨𝘀 𝗶𝘀𝗻’𝘁. That’s why we built Flash-KMeans — an IO-aware implementation of exact k-means that rethinks the algorithm around modern GPU bottlenecks. By attacking the memory bottlenecks directly, Flash-KMeans achieves 30x speedup over cuML and 200x speedup over FAISS — with the same exact algorithm, just engineered for today’s hardware. At the million-scale, Flash-KMeans can complete a k-means iteration in milliseconds. A classic algorithm — redesigned for modern GPUs. Paper: arxiv.org/abs/2603.09229 Code: github.com/svg-project/fl…

@bruhwtfLOl520 @SecondJermanBoy rng?

@SecondJermanBoy its rng

I GOT THE 1 BILLION DAMAGE BUG LMFAOOOOOO

@PolitlcsUK No, they hasn't do this

🚨 NEW: X has now banned Grok from generating sexualised images of women and children after the UK made it illegal to create “non-consensual intimate” images However, it is still responding to requests to put men in bikinis or sexual positions

*leg kiss* 🦵🏻💋💓 GIMME KISS! 😋😬🥰😙 ... you're cold 🥶🫩🫠☺️ 😗 mwah!!!! 😽😽💋🎀💞🌸🍬🧸🧸💫🌊🌊🌊

"Censored" and it's just a decrease in women's sexualization by 1%

@ProtonDrive @vivaldibrowser @zen_browser @brave Brave буквально спонсируется челом, который платил компаниям за дискредитацию LGBTQ+ движений... Вы хоть проверяйте репутацию тех кого рекламируете

yes: @vivaldibrowser @zen_browser @brave

@pixel_updates Deprecation of Play Integrity API and adoption of Hardware Attestation API instead. Simultaneous release to AOSP without bugs or delays. Quick Share interoperability integrated into AOSP.

What new features would you like to see in Android 17?

@menofatlus Does the link to the 2025 archive work? Something throws me from any post to page 400...

Sean and Ramon - think these two are just going to watch movies together? I don't think so. 📽️💪 "Home Movies Pt. 1" available now on Patreon/Fanbox in full 5 min version 😁

@geppei5959 Is there a version without dialogs on Patreon?

[I'm Brother...Part2] “When their storm-like brother left, a calm like the eye of a typhoon returned to them” 🅿️Site Updated prize for November!

@EOEboh CUDA🫩

Unless you're writing .NET, why would you choose a Thinkpad over a Mac in 2025

@goonerismEXP Why is it always so short? Six seconds feels like nothing 😩

2000 followers 🫣🫣!? THANK YOU !!! 🙃 to show my thank- *shoves your face in blaidd's ass* #bara #gay #furry #eldenring #SFX 🔊

@7thcunt Based

@nocontextgayy nah there are no emotions in their videos

@Its_a_ZombieHK Muscular wooden leg🥴

Oi, quit yer gawkin', yah? lend a hand t' this old codger, will ya??

@PopCrave ?

Snoop Dogg says he’s “scared to go to the movies” after watching ‘Lightyear’ with his grandson and seeing an LGBTQ+ couple: "I didn't come in for this s***. I just came to watch the goddamn movie.”

@skeleton_wet Nothing beats jet2😭😭😭

So i try bone wiggles addon in blender so i can make Bob have sexy bouncing tits but idk what i did wrong now he never came back...

@Fair_Universe_ Очень даже блядь моё, знаешь ли. Но ничего, в Ульяновке тишь до гладь, так что теперь чилл

@OnMainP @serpentsmanager @SobolLubov Он же в тебя и твой дом не ебанул. А куда он летел это не ваше собачье дело

Так могут делать только террористы. И все, кто оправдывает это, — их пособники.

@bukbrid Нахуй мне это делать? Я чтоль их стирал? Может войну я начал??? Мозги напрячь не желаешь?

@OnMainP @serpentsmanager @SobolLubov Сколько домов в рф разрушено за 3.5 года полномасштабной войны? Сколько городов рф буквально стёрто с лица земли? Сравнить масштабы не желаешь?