Aditya Inamdar·Nov 5The First Token Is DifferentBuild grouped-query attention in PyTorch, measure the memory savings, and find the bugs that shape checks miss
Savadogomodeste·Aug 22I Benchmarked GQA and MQA Against MHA — Only One Actually WonA transformer inference engine built from scratch, three checkpoints trained from zero, and a result that complicates the standard “GQA/MQA…
rahularyansharma·May 25Grouped Query Attention (GQA): The Sweet Spot Between Quality and Efficiency in Modern LLMsIn the rapid evolution of Large Language Models (LLMs), architectural innovations often hide in plain sight. While headlines celebrate…
Mustafa Genc·Mar 5Transformers & LLMs — Part 8: Sharing Attention HeadsReducing Memory & Improving Inference
InSofttechbyCahit Barkin Ozer·Oct 30, 2025Advancements in Modern LLM ArchitecturesLatest LLM upgrades such as Mixture-of-Expert, RoPE, FlashAttention, Grouped-Query Attention, State Space Models (Mamba), Vision Language…A response icon1
