Google's DiffusionGemma generates 256 tokens in parallel and self-corrects as it goes

Google's open-source diffusion language model generates 256 tokens in parallel and self-corrects, hitting 4x speed on one GPU at a cost to quality.
XDA Developers on MSN

I switched my local LLM setup to Ollama's new MLX engine, and my Mac suddenly feels twice as fast

I finally stopped babying my MacBook.
XDA Developers on MSN

6 settings I always change before running a local LLM

You might not need a different model, but better settings ...
IEEE

Self-Triggered and Event-Triggered Control for Linear Systems With Quantization

Abstract: This paper considers the observer-based event-triggered output control problem with quantization. Both plant-to-controller (measured output) channel and controller-to-plant (control input) ...
IEEE

Spectral Efficiency of One-Bit Sigma-Delta Massive MIMO

Abstract: We examine the uplink spectral efficiency of a massive MIMO base station employing a one-bit Sigma-Delta (ΣΔ) sampling scheme implemented in the spatial rather than the temporal domain.
note

Model Conversion Simplified with Megatron-Bridge — Discovery of Quantization Token Inflation and Optimal Model Sizes for Edge Inference

Megatron-Bridge (v0.5.0), released by NVIDIA, is a library that converts Megatron-format models to Hugging Face, lowering the barrier to model migration by supporting over 15 models. At the same time, ...
Drovers

Smarter Decisions Sooner: How Tissue Sampling is Revolutionizing Commercial Cattle Management

From replacement selection to BRD resilience, tissue sampling units provide a fast, clean and reliable path to the genomic data commercial producers need to stay profitable.
GitHub

Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices

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