Popular GitHub Repositories for Maximal

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

Maximal Update Parametrization (μP) with Flax & Optax.

Our project addresses the challenge of multi-document summarization with Large Language Models (LLMs), which are constrained by token length limitations. We propose a novel approach that combines the strengths of LLMs and Maximal Marginal Relevance (MMR).

Examination of whether LLMs can maintain consistency over extended multiple text generation for 10 medical personas. 5 novel plausibility metrics proposed, and an ontology of common LLM errors.

How to build a custom GPT for text generation, based on TensorFlow 2.x and Maximal. Trained on the Shakespeare corpus.

Gemma-3 OCR exemplifies the confluence of abstruse computer vision and arcane NLP, leveraging Gemma-3 Vision’s neural framework for precise OCR and semantically refined text curation. Powered by Streamlit and Ollama, this hermetic system converts visual data into perspicuous, markdown-rendered output, ensuring maximal accuracy and confidentiality.

Maximal Update Parameterization in Tensorflow