You're in a ML Engineer interview at Groq, and the interviewer asks: "How do you measure LLM inference performance? What metrics matter most for production systems?" Here's how you can answer

‘AI is slop’ they say

Flux.2 said that perceptual and semantic qualities in a representation space can be conflicting. Optimizing both can be difficult, and they studied it beautifully. And then comes: The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

This is insane! What AI model made this?🤪

This AI allows you to stream as anyone in realtime. Free & open source, works with regular GPU. It was a pain to install but I eventually got it to work. Full tutorial: youtu.be/fzgwKJzAcVs

Let's get into the depth of why Let's take Qwen 2.5 (32B parameters) running in BF16 on a single NVIDIA A100 80 GB (SXM) GPU. --> Parameters: 32B --> BF16 storage: 32×2=64 ; 64 GB --> GPU memory: 80 GB --> Free memory: 80−64=16 GB perfect right ? No 1. There are two major

This AI can make 1080p videos in seconds. HiStream speeds up Wan video generations by 107x 🤯 Code under review haonanqiu.com/projects/HiStr…

Finally! Long continuous AI video is here Free & open source. Infinite length Prompts: she looks at the camera and smiles she drinks the glass of water she stands up and walks away Made with SVI 2.0 Pro Full tutorial: youtu.be/-3DVJu72VhE

Real-time audio transcription. Entirely on-device. This hands-on tutorial shows you how to build it from scratch. No cloud dependencies, no API calls, complete privacy, using LFM2-Audio-1.5B by Liquid AI Enjoy it ↓ github.com/Liquid4All/coo…

This AI does realtime interactive avatars. Runs on a single GPU. Code coming soon: taekyungki.github.io/AvatarForcing/

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The core concept of DeepSeek's Engram is just so beautiful. A typical AI model treats “knowing” like a workout. Even for basic facts, it flexes a bunch of compute, like someone who has to do a complicated mental trick just to spell their own name each time. The reason is that

I made tutorial on the "180 Degree Rule" for AI Filmmaking when creating dialogue scenes. Watch here: youtu.be/0VxTJYZ2Hcc?si…

No Python, just pure wild C: FLUX.2-klein-4B can now run on systems with just 8GB of RAM; - zero-dependency C lib, uses memory-mapped weights to slash peak memory from 16GB to 4GB; - matches PyTorch speed; 1024x1024 image in 29s. github.com/antirez/flux2.c

This simulation (generated by Odyssey-2 Pro in real-time) felt profound to me. It's demonstrating the model is learning early cause-and-effect. When pressure from hands is applied to wet clay, the clay is moulded. You can now integrate this model into your app with our API!

I'm claiming my AI agent "HisClaw" on moltbook 🦞 Verification: reef-WK4V

being numb vs being mindful which makes you happier on average ? I swam with my old goggles, hardly visible, aware but was okay with it, I have -5 myopia by mistake I picked my wife's goggles one day and realised it's super clear.