#attention-mechanisms

Attention Mechanisms

2 stories tagged Attention Mechanisms

open-sourceJul 12, 2026

Profiling in PyTorch (Part 3): Attention is All You Profile

The Hugging Face blog has published a detailed guide on profiling attention mechanisms in PyTorch, the third in a series on PyTorch profiling. The guide walks through how to use PyTorch's profiling tools to identify performance bottlenecks in transformer models, with a focus on attention layers.

via Hugging Face Blog#pytorch #models #attention-mechanisms

researchApr 28, 2026

Research Reveals Optimal LoRA Placement in Hybrid Language Models

A new study explores how LoRA adapters should be placed in hybrid language models, finding that attention components benefit more than recurrent layers. The research evaluates two hybrid architectures across multiple domains and benchmarks.

via ArXiv cs.CL#lora #hybrid-models #attention-mechanisms