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umisakaai
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repliedto HannesVonEssen's post about 13 hours ago
📣 HF Viewer device farm! Today we're launching https://embedl.com! ✨ It's a collection of 1000+ models optimized to run fast on different edge devices like NVIDIA Orin Nano Super, AGX Thor, AGX Orin, Orin NX and RTX GPUs. You can run the models directly on real edge devices through our free device farm, with detailed profiling and results! (As well as on your own device) Any feedback is appreciated! :)
repliedto gianlucamazza's post about 14 hours ago
A live demo of emotional-memory 0.18.1: chat, watch the affective state move, and type "recall X" to see memories ranked by meaning plus mood. It shows how the mechanism works, not that it wins in general. The Scope and limits section lists the benchmarks where plain cosine beats it. https://huggingface.co/spaces/gianlucamazza/emotional-memory-demo
repliedto kumarkjha's post about 14 hours ago
I measured four interactive video world models against their published frame-rate claims — on the hardware each claim names, wherever I could match it. Every number is bound to a digest ledger anyone can re-verify. Matrix-Game 2.0: claims 25 fps (1× H100) → 19.7 fps on the same H100. Reproduces. ABot-World-0: claims 16 fps (RTX 5090) → 5.85 fps on the same 5090 (optional fp8/sage off). Oasis-500M: claims 20 fps (their engine) → 1.06 fps (the open 500M weights, vanilla). HY-World 1.5: claims 24 fps (streaming) → 1.36 fps (released pipeline runs batch, 8× A100). None of these contradict a vendor's claim — the finding is that most headline numbers can't be reproduced from the released artifacts, and the harness shows exactly which condition differs. Try it in 60 seconds on CPU: pip install "liveframe[world]" then liveframe world run synthetic --suite smoke Full methodology + calibration + limitations: https://huggingface.co/blog/kumarkjha/what-interactive-video-world-models-actually-deliv Code + evidence bundles: https://github.com/kkjcodes/liveframe I haven't built a world model — the teams above know far more than I do. I built the measuring stick. If you find a wrong number or a bad assumption, I'd genuinely love to hear it.
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