When buying a new graphics card, the focus is often on clock rates, shader cores, and the size of the VRAM. While memory ...

MSI, Disney, and Pixar have partnered together to produce one of the weirder crossover products I’ve seen in some time: A ...

One-bit compressive sensing (1-bit CS) is an attractive low-bit-resolution signal processing technique that has been successfully applied to the design of large-scale wireless networks. In this work, ...

Large language models (LLMs) have taken over the world of AI, offering vast knowledge in an instant. However, to run these models natively, one typically needs a server or a PC with a powerful ...

Microsoft’s new large language model (LLM) puts significantly less strain on hardware than other LLMs—and it’s free to experiment with. The 1-bit LLM (1.58-bit, to be more precise) uses -1 ...

Long Range (LoRa) technology is highly respected for its high reception sensitivity and low cost, but its performance degrades significantly under hard-to-reach areas and extreme conditions. For this ...

BitNet b1.58 2B4T is a native 1-bit LLM trained at scale; it only takes up 400MB, compared to other “small models” that can reach up to 4.8 GB. BitNet b1.58 2B4T model performance, purpose ...

Users can find the packed 1.58-bit weights for efficient inference, separate BF16 master weights solely for retraining or fine-tuning, and a GGUF format for use with bitnet.cpp.

System diagram for a typical application based on Allwinner T536 Four SKUs are available with different NPU/ECC configurations. T536MX-CEN3 – Up to 3 TOPS NPU, ECC memory support T536MX-CEN2 – Up to 2 ...

Results and Insights Extensive evaluations of the 1.58-bit FLUX model on benchmarks such as GenEval and T2I CompBench demonstrated its efficacy. The model delivered performance on par with its ...

bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels, that support fast and lossless inference of 1.58-bit models on CPU (with NPU ...

The team behind BitNet has released Bitnet.cpp, a new inference framework for 1-bit language models like BitNet b1.58. It offers optimized kernels for fast, lossless inference on CPUs. According to ...