Research blog

Agents

How speech models fail where it matters the most and what to do about it

Kaitlyn Zhou, Martijn Bartelds, Federico Bianchi, James Zou

Abstract close-up of translucent, blue-purple glass-like rectangular blocks overlapping each other.

Inference

Consistency diffusion language models: Up to 14x faster inference without sacrificing quality

Minseo Kim, Chenfeng Xu, Coleman Richard Charles Hooper, Harman Singh, Ben Athiwaratkun, Ce Zhang, Kurt Keutzer, Amir Gholami | Seoul National University, University of California, Berkeley, Together AI

Close-up of a translucent blue glass shape casting a soft shadow on a purple background.

Agents

What do LLMs think when you don't tell them what to think about?

Yongchan Kwon and James Zou

Blue pixelated thought bubble on a dark blue gradient background.

Agents

DSGym: A holistic framework for evaluating and training data science agents

Fan Nie, Junlin Wang, Harper Hua, Federico Bianchi, Yongchan Kwon, Zhenting Qi, Owen Queen, Shang Zhu, James Zou

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