books and papers

A collections of all papers, articles and blog which I bookmarked

• Robust LLM Training Infrastructure at ByteDance

  Borui Wan, Gaohong Liu, Zuquan Song +32 more

  preprint 2025

• DeepSeek's open-source week and why it's a big deal

  PySpur-AI Agent Builder

  webpage 2025

• Reducing Activation Recomputation in Large Transformer Models

  Vijay Korthikanti, Jared Casper, Sangkug Lym +4 more

  preprint 2022

• The Ultra-Scale Playbook - a Hugging Face Space by nanotron

  Unknown author

  webpage

• Role of Bias Terms in Dot-Product Attention

  Mahdi Namazifar, Devamanyu Hazarika, Dilek Hakkani-Tur

  preprint 2023

• GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

  Joshua Ainslie, James Lee-Thorp, Michiel de Jong +3 more

  preprint 2023

• Gemma 3 Technical Report

  Gemma Team, Aishwarya Kamath, Johan Ferret +213 more

  preprint 2025

• Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

  Patrick Esser, Sumith Kulal, Andreas Blattmann +14 more

  preprint 2024

• Denoising Diffusion Probabilistic Models

  Jonathan Ho, Ajay Jain, Pieter Abbeel

  preprint 2020

• V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat

  Qi Lin, Weikai Xu, Lisi Chen +1 more

  preprint 2025

• Generative Adversarial Networks

  Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza +5 more

  preprint 2014

• Auto-Encoding Variational Bayes

  Diederik P. Kingma, Max Welling

  preprint 2022

• LoRA: Low-Rank Adaptation of Large Language Models

  Edward J. Hu, Yelong Shen, Phillip Wallis +5 more

  preprint 2021

• Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

  Patrick Lewis, Ethan Perez, Aleksandra Piktus +9 more

  preprint 2021

• forejune.co/cuda/

  Unknown author

  webpage

• Understanding Positional Encoding in Transformers - Blog by Kemal Erdem

  Unknown author

  webpage

• Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

  Sebastian Raschka

  preprint 2020

• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

  Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov +9 more

  preprint 2021

• Papers with Code - Vision Transformer Explained

  Unknown author

  webpage

• The State of LLM Reasoning Models

  Sebastian Raschka PhD

  webpage 2025

• In Search of an Understandable Consensus Algorithm

  Diego Ongaro, John Ousterhout

  journalArticle

• Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

  Yu A. Malkov, D. A. Yashunin

  preprint 2018