…2x inference performance on top agentic models with multi-token prediction in llama.cpp and vLLM, as well as new multi-GPU optimizations for llama.cpp and ComfyUI . H Company is releasing…
…Series X (Performance) Series X (Balanced) Series X (Quality) Series S (Performance) Series S (Quality) Resolution 1080p 1280p > 4K 1440p > 4K 720p 1080p Models Low Medium High Low Low Textures High High…
…Developers can update Claude’s instructions mid-task without breaking the prompt cache or routing the update through a user turn. Lastly, Anthropic promises to release a Mythos-class model for all…
…NHTSA will begin conducting its own assessments of certain ADAS features using contracted test labs for model year 2027 vehicles, the agency told TechCrunch. The updated criteria are meant to catch up…
submitted by /u/RenatsMC to r/nvidia [link] [comments]
Hi all :) audio.cpp release 0.6 has been out for a little while, so this is more of an update on what landed and what has been improving around it. 0.6 added 5 new model families: dots.tts, NeuTTS-2e, MuScriptor (Music t…
iq2_xxs tensor level allocation recovered reasoning from 28.9 -> 69.5 at the same 3.3gb budget. https://huggingface.co/ByteOtter/gemma-4-E4B-it-CADA-IQ2_XXS I posted my Gemma 4 12B q3 result a couple days ago, where tens…
Hyper-Connections (HC) expand the residual stream of Transformers into N parallel streams, providing a form of memory scaling beyond model width and depth. Manifold-Constrained HC (mHC) stabilizes this formulation at sca…
…This delivers measurable gains in kernel-level performance and runtime stability while reducing a model’s overall memory footprint. These updates improve out-of-the-box behavior in Windows ML inference workloads…
…Plus a variety of Stable Diffusion model updates too with performance optimizations. Ryzen AI Software 1.8 also now supports running larger models on low-memory systems, better Whisper.cpp integration, and…
…output = model(data) ... INT8 Inference – Calibration import os import torch model = Model() model.eval() data = torch.rand(
…Continuously updated — results are updated on an ongoing basis as new hardware, software stacks, and model versions become available. Production-ready — models are tested with realistic optimizations enabled and production-scale deployment…
…Another improvement over Geekbench 6 is how the updated benchmark handles multi-core performance. Primate Labs explains that Geekbench 7 now runs workloads across multiple threads only when the real-world task…
…Nvidia touts a couple of scenarios where DLSS 4.5 Ray Reconstruction makes a big difference in image quality, and the improved performance of the model is indeed easily visible. DLSS 4…
