nowfound

AI · February 24, 2025

FlashMLA

Faster LLM Inference on Hopper GPUs

FlashMLA launched on February 24, 2025 with 10 votes, #2,019 of 5,999 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.

What it does

FlashMLA, from DeepSeek, is an efficient MLA decoding kernel for Hopper GPUs, optimized for variable-length sequences. Achieves up to 3000 GB/s memory bandwidth and 580 TFLOPS.

FlashMLA: Efficient Multi-head Latent Attention Kernels - deepseek-ai/FlashMLA

Does a similar job

all alternatives →
  • Tiny-vLLM – high performance LLM inference engine in C++ and CUDAMay 2026 · github.com · ▲205

    Build your own high performance LLM inference engine in C++ and CUDA - a smaller version of vLLM - jmaczan/tiny-vllm

  • Finetune LLaMA-7B on commodity GPUs using your own text2023 · github.com · ▲449

    I've been playing around with https://github.com/zphang/minimal-llama/ and https://github.com/tloen/alpaca-lora/blob/main/finetune.py, and wanted to create a simple UI where you can just paste text, tweak the parameters, and finetune the model quickly using a modern GPU. To prepare the data, simply separate your text with two blank lines. There's an inference tab, so you can test how the tuned model behaves. This is my first foray into the world of LLM finetuning, Python, Torch, Transformers, LoRA, PEFT, and Gradio. Enjoy!

  • Speeding up LLM inference 2x times (possibly)2024 · asciinema.org · ▲419

    Here's a project I've been working on for the last few months. It's a new (I think) algorithm, that allows to adjust smoothly - and in real time - how many calculations you'd like to do during inference of an LLM model. It seems that it's possible to do just 20-25% of weight multiplications instead of all of them, and still get good inference results. I implemented it to run on M1/M2/M3 GPU. The mmul approximation itself can be pushed to run 2x fast before the quality of output collapses. The inference speed is just a bit faster than Llama.cpp's, because the rest of implementation…

  • 80% faster, 50% less memory, 0% loss of accuracy Llama finetuning2023 · github.com · ▲385

    Hi HN! I'm just sharing a project I've been working on during the LLM Efficiency Challenge - you can now finetune Llama with QLoRA 5x faster than Huggingface's original implementation on your own local GPU. Some highlights: 1. Manual autograd engine - hand derived backprop steps. 2. QLoRA / LoRA 80% faster, 50% less memory. 3. All kernels written in OpenAI's Triton language. 4. 0% loss in accuracy - no approximation methods - all exact. 5. No change of hardware necessary. Supports NVIDIA GPUs since 2018+. CUDA 7.5+. 6. Flash Attention support via Xformers. 7. Supports 4bit and 16bit…

  • Ollama v0.19Apr 2026 · ollama.com · ▲410

    Massive local model speedup on Apple Silicon with MLX

  • DeepSeek-V4Apr 2026 · huggingface.co · ▲387

    The open-source era of 1M context intelligence

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 18d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 18d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 20d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 21d ago · stillwet.art

  • A real-time world model you can explore and change

    AI · 30d ago · world.pixverse.video

  • Beam.win▲378

    Run AI agents on one Mac and use its windows on another

    AI · 4d ago · beam.win

Source: Product Hunt launch ↗

Launched alongside, February 2025

the whole month →
  • Beautiful screen recordings with instant shareable links

    Growth · 2025 · screen.studio

  • Tana▲1,665

    Put your notes to work with voice and AI

    AI · 2025 · tana.inc

  • IG

    I was at FB/Meta from late 2013 to early 2023, mostly working in the compiler/runtime spaces. I got hit in the spring 2023 layoff wave. I immediately started making games in my newfound free time (a lifelong interest, and I even worked in AA(A?) back ca. ~2000), and in October 2023 I stumbled upon the idea of a roguelike pachinko/plinko game inspired by Luck Be A Landlord. Things snowballed quickly, I started talking to publishers, then worked like crazy through all of 2024, almost the hardest I've ever worked in my career, and launched the game in December 2024. It's sold…

    Work · 2025

  • Tanka▲1,410

    AI Messenger with smart reply & long term memory for teams

    AI · 2025 · tanka.ai

  • Tool Finder▲1,327

    Your shortcut to better software

    AI · 2025 · toolfinder.com

  • i wanted to change the habit of reaching for my phone in the morning and doomscrolling away an hour so i built an app to help me. now i have to literally touch grass before accessing my most distracting apps the app is built in swiftui, uses the screen time apis provided by apple and google vision to recognise grass or not i'd love to get your thoughts on the concept.

    Life & fun · 2025 · touchgrass.now