June Papers: Mamba-2 & Matmul-free Models
Improving transformers is now not “just one area” of machine learning research. This is illustrated by the breadth of papers we got excited about this month,...
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May Papers: xLSTM, Schedule-Free Optimizers, and Multi-token prediction
May is always an eventful time of year for ML researchers, with final ICML paper decisions and ICLR taking place in early May, and NeurIPS submission deadlin...
April Papers: TriForce, QuaRot & Mixture-of-Depths
For our April selection of AI research papers, there is a clear common thread: efficient LLM inference. But as it happens, ML researchers are showing there a...
A transformer walk-through, with Gemma
Transformer-based LLMs seem mysterious, but they don’t need to. In this post, we’ll walk through a modern transformer LLM, Google’s Gemma, providing bare-bon...
March Papers: Low-Rank Galore & 1.58-Bit Weights
March was a fruitful month for AI research, with plenty of papers for us to choose from. A trend in the work we’ve selected is the pushing of previously publ...