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CMU-Catalyst Group Postdoc; PKU-DAIR Lab
- https://hsword.github.io
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arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Papers and resources related to the security and privacy of LLMs 🤖
SpotServe: Serving Generative Large Language Models on Preemptible Instances
FlexFlow Serve: Low-Latency, High-Performance LLM Serving
Wechat Chat History Exporter 微信聊天记录导出备份程序
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
[ICCV 2023] PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning
[ICCV 2023] The first DETR model for monocular 3D object detection with depth-guided transformer
A list of awesome compiler projects and papers for tensor computation and deep learning.
Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
A curated reading list of research in Mixture-of-Experts(MoE).
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info
PKU-DAIR / Hetu
Forked from Hsword/HetuA high-performance distributed deep learning system targeting large-scale and automated distributed training.
PKU-DAIR / open-box
Forked from thomas-young-2013/open-boxGeneralized and Efficient Blackbox Optimization System
[CVPR 2022] PointCLIP: Point Cloud Understanding by CLIP
Submarine is Cloud Native Machine Learning Platform.
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
Hsword / angel
Forked from Angel-ML/angelA Flexible and Powerful Parameter Server for large-scale machine learning
A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, please visit/star/fork https://github.com/PKU-DAIR/Hetu
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
DMALab / Partial-Reduce
Forked from Hsword/Partial-ReduceHeterogeneity-Aware Distributed Machine Learning Training via Partial Reduce [SIGMOD 2021]
DMALab / cuWide
Forked from Hsword/cuWideCuWide : Towards Efficient Flow-based Training for Sparse Wide Models on GPUs [TKDE 2020]