Stars
CMU 11-711 Advanced NLP https://cmu-l3.github.io/anlp-spring2026/
Procedural generation with diffusion models (SIGGRAPH '26)
Fine-grained computation offload for off-the-shelf servers in tens of lines — paper (arXiv:2607.02630), code, and every measurement. Overlap accelerator offloads (GPU/HSM/inference) with other requ…
DreamX-World: A General-Purpose Interactive World Model
Modular Cognitive Architecture Emerges in Large Language Models
100M tokens. Infinite compute. Lowest val loss wins.
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.
AI-Driven Scientific and Algorithmic Discovery
40+ tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script and Claude Code running itself in a container. Also includes the dx plugin: skills f…
A zero-to-one guide on scaling modern transformers with n-dimensional parallelism.
Efficient Long-context Language Model Training by Core Attention Disaggregation
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
Official JAX implementation of End-to-End Test-Time Training for Long Context
Repo for Qwen Image Finetune
Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/s…
My learning notes for ML SYS.
HY-World 1.5: A Systematic Framework for Interactive World Modeling with Real-Time Latency and Geometric Consistency
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation
Simple and efficient DeepSeek V3 SFT using pipeline parallel and expert parallel, with both FP8 and BF16 trainings
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…
Minimal PDF creation library. <400 LOC, zero dependencies, makes real PDFs.
[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.