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Topic: 4D Parallelism
Picotron: Minimalistic 4D-Parallelism Framework for LLM Training Education

Picotron: Minimalistic 4D-Parallelism Framework for LLM Training Education

Picotron is a minimalistic and hackable distributed training framework designed for educational purposes. Inspired by NanoGPT, it focuses on pre-training Llama-like models using 4D Parallelism, making complex concepts accessible. Its simple and readable codebase, with core files under 300 lines, provides an excellent tool for learning and experimentation in distributed machine learning.

Dec 12, 2025
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