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Aspara • 2026年2月18日

For Those Who Just Want to Stare at Loss Functions — Meet Aspara

Aspara is a metrics tracker for machine learning experiments, designed to get you to your loss function graphs as quickly as possible.

#Python

License • 2026年2月6日

SPDX for Developers: The Ideals and Realities of License Management

Are you managing the licenses of your dependency packages? This article covers the basics of license management with SPDX, as well as the pitfalls you'll encounter in practice.

#SPDX #License #Open Source

Optimizer • 2025年12月10日

Want to Accelerate LLM Training? Why Not Try Muon?

A comprehensive overview of the Muon optimizer and recent research advances in 2025.

#LLM #Optimizer #Muon

LLM • 2025年12月3日

Between Diffusion Language Models and Autoregressive Models

Exploring the latest research on diffusion language models, data efficiency, and hybrid approaches with autoregressive models.

#LLM #Diffusion

LLM • 2025年11月25日

Do AI Systems Dream of Diffusion Language Models?

Explaining the differences between autoregressive models and diffusion language models from a B/F (Bytes per FLOP) perspective in LLM inference.

#LLM #Diffusion #dLLM

LLM • 2025年7月15日

Do You Know About NanoGPT Speedrun?

And do you know about Muon?

#LLM #PyTorch #Muon