https://huggingface.co/spaces/lapa-llm/lapa

Best tokenizer for the Ukrainian language

Thanks to a SOTA method for tokenizer adaptation developed by Mykola Haltiuk as part of this project, it was possible to replace 80,000 tokens out of 250,000 with Ukrainian ones without loss of model quality, thus making Lapa LLM the fastest model for working with the Ukrainian language. Compared to the original Gemma 3, for working with Ukrainian, the model requires 1.5 times fewer tokens, thus performing three times fewer computations to achieve better results.

For local state, it's easier to just install a wireless camera and watch your screen from behind: it leaves no trace on your computer (you may spot it wireless connection, if you lucky). Moreover, they are more interested in your communication devices (your smartphone) than in your desktop.

Foreign states may exploit your notebook builtin "anti-theft" system, Intel Management Engine ("intel" is very good name for a CPU ;-), bugs in NVidia firmware (fonts, OpenGL, etc), bugs in hardware (create a second display to mirror image from primary display to, even when physical display is not attached, for example), etc.

However, I saw that my Firefox window was spied by Chromium window few years ago (I recorded it on Youtube), so this problem in X11 is real.

Graphic artists are creating graphics editors (Gimp, Krita, Blender, ComfyUI, etc.) with tons of options.

Comments URL: https://news.ycombinator.com/item?id=44208134

Points: 9

# Comments: 0