…It is important to note that these power limits may only apply to the top-end models with the dual-tile architecture. Additionally, the leak also sheds light on the upcoming platform…
…DVFS attempts to maximize performance while staying below the thermal and power limits, so if the GPU has thermal headroom, it can sustain higher clocks or lower voltage. If the junction temperature…
…Performance tops out at sequential read and write speeds of 560MB/s and 520MB/s, respectively, on the 4TB model. Random performance reaches up to 86K IOPS reads and 77K IOPS writes…
…The previous model spent considerable capacity on high-resolution operations, which limited its performance ceiling. Additionally, the scaling mechanism has been overhauled - while the original PSSR defined its 3x3 kernel at the…
I run my inference machine in the living room, so noise and heat output are a significant concern. Ran a quick test using my daily driver model (Qwen 3.6-27b) and at 480W, the card outputs only 2.1% less t/s in decode an…
I got tired of complex cloud control panels and unpredictable hosting bills just to spin up basic servers. So I built Nxeon, a streamlined hosting platform designed to make launching Shared Hosting and VPS instances effo…
We have published the initial technical findings from our SASS2MLIR work. The project explores GPU optimization at a layer below conventional framework- and compiler-level tuning, including analysis and transformation of…
I installed Arch Linux on my Acer Nitro V15 ANV15-52 with an RTX 4050, and the performance is absolutely terrible compared to Windows. Games are using the dedicated GPU. I checked with nvtop and nvidia-smi, and the RTX 4…
We’re open sourcing an alpha release of NeuTTS-2E: an on-device TTS model with 125M active parameters and 7 controllable emotions. The goal was simple: when you select “angry,” “fearful,” or “happy,” the delivery should …
…There is nothing to claim or activate, and Fable 5 draws from the same weekly usage pool as other Claude models. However, Anthropic warns that Fable 5 uses the weekly limit faster…
OpenAI today announced a limited preview of its new GPT-5.6 model series, which includes the Sol, Terra, and Luna models targeting different price points. GPT-5.6 Sol is the…
…We found that models lag far behind human performance, and struggle with object grounding and tracking parts through the video. We also found that models do not use videos effectively to reason…
…This makes AI observability essential, providing centralized visibility into model behavior, prompts, latency, hallucinations, token usage, infrastructure performance, and operational bottlenecks across complex multi-model environments. Scaling AI safely, reliably and at…
…Anthropic has already taken steps to limit competitors from using Claude to build closed- and open-source AI models, but critics say that quietly degrading the model’s performance for certain users…
…Weirdly, using FSR3 seems to incur additional CPU overhead, so it's worth considering a different upscaler if you're CPU-limited in this game. Apart from this, performance roughly doubles in…
