How I Study AI - Learn AI Papers & Lectures the Easy Way

On Data Engineering for Scaling LLM Terminal Capabilities

Intermediate

Renjie Pi, Grace Lam et al.Feb 24arXiv

This paper shows that you can vastly improve a model’s command-line (terminal) skills by carefully engineering the training data, not just by using a bigger model.

#Terminal-Bench 2.0#terminal agents#synthetic task generation

ArXiv-to-Model: A Practical Study of Scientific LM Training

Intermediate

Anuj GuptaFeb 19arXiv

This paper shows, step by step, how to train a 1.36-billion-parameter science-focused language model directly from raw arXiv LaTeX files using only 2 A100 GPUs.

#scientific language model#arXiv LaTeX#tokenization

POINTS-GUI-G: GUI-Grounding Journey

Intermediate

Zhongyin Zhao, Yuan Liu et al.Feb 6arXiv

This paper teaches a computer to find buttons, text, and icons on screens so it can click and type in the right places, a skill called GUI grounding.

#GUI grounding#reinforcement learning#verifiable rewards

Papers3

On Data Engineering for Scaling LLM Terminal Capabilities

ArXiv-to-Model: A Practical Study of Scientific LM Training

POINTS-GUI-G: GUI-Grounding Journey