How to scale RL to 10^26 FLOPs(blog.jxmo.io)

76 points by jxmorris12 1 year ago | 7 comments

Efficient LLM Inference (2023)(artfintel.com)

87 points by inaciom 2 years ago | 9 comments

Which programming languages are most token-efficient?(martinalderson.com)

87 points by tehnub 9 months ago | 61 comments

Use Prolog to improve LLM's reasoning(shchegrikovich.substack.com)

343 points by shchegrikovich 2 years ago | 122 comments

Substack post arguing that having LLMs generate Prolog code can improve their reasoning, given the limits of autoregressive transformer generation.

Experimenting with LLMs to Research, Reflect, and Plan(eugeneyan.com)

131 points by gk1 3 years ago | 14 comments

Talking to LLMs has improved my thinking(philipotoole.com)

117 points by otoolep 9 months ago | 95 comments