The claim: At low bit rates (2–6 bits/dim), E8 lattice quantization preserves more information in SSM hidden states than standard scalar quantization, because the geometric packing advantage outweighs ...
This project is a software emulator for the Panasonic RR-DR60, a legendary digital voice recorder from the late 1990s. The emulator processes input audio files (such as MP3, WAV, FLAC, and others) and ...
Experts At The Table: AI/ML is driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones. Semiconductor ...
Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine a newly revealed technique in ...
It turns out the rapid growth of AI has a massive downside: namely, spiraling power consumption, strained infrastructure and runaway environmental damage. It’s clear the status quo won’t cut it ...
What QeRL changes in the Reinforcement Learning (RL) loop? Most RLHF/GRPO/DAPO pipelines spend the bulk of wall-clock time in rollouts (token generation). QeRL shifts the policy’s weight path to NVFP4 ...
The 2025 Nobel Prize in Physics has been awarded to John Clarke, Michel H. Devoret, and John M. Martinis “for the discovery of macroscopic quantum tunneling and energy quantization in an electrical ...
oLLM is a lightweight Python library built on top of Huggingface Transformers and PyTorch and runs large-context Transformers on NVIDIA GPUs by aggressively offloading weights and KV-cache to fast ...
In an interview with 'Million Dollaz Worth of Game', the musician spoke about how sampling polices Black creativity Ilana Kaplan is a Staff Editor at PEOPLE. She has been working at PEOPLE since 2023.
This blog post is the second in our Neural Super Sampling (NSS) series. The post explores why we introduced NSS and explains its architecture, training, and inference components. In August 2025, we ...