PERSIA
ml-surveys
Our great sponsors
PERSIA | ml-surveys | |
---|---|---|
3 | 1 | |
382 | 2,736 | |
2.4% | - | |
0.0 | 0.0 | |
3 months ago | about 1 year ago | |
Rust | ||
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PERSIA
-
Researchers Introduce ‘PERSIA’: A PyTorch-Based System for Training Large Scale Deep Learning Recommendation Models up to 100 Trillion Parameters
Github: https://github.com/persiaml/persia
-
[R] Kwai, Kuaishou & ETH Zürich Propose PERSIA, a Distributed Training System That Supports Deep Learning-Based Recommenders of up to 100 Trillion Parameters
Code for https://arxiv.org/abs/2111.05897 found: https://github.com/PersiaML/Persia
The code is available on the project’s GitHub. The paper PERSIA: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters is on arXiv.
ml-surveys
What are some alternatives?
tangram - Tangram is an all-in-one automated machine learning framework. [Moved to: https://github.com/tangramdotdev/tangram]
applied-ml - 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
spotlight - Deep recommender models using PyTorch.
LLM-Agent-Paper-List - The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
tch-rs - Rust bindings for the C++ api of PyTorch.
Awesome-Text2SQL - Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
bastionlab - A simple framework for privacy-friendly data science collaboration
awesome-artificial-intelligence-research - A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
bagua - Bagua Speeds up PyTorch
WhereIsAI - AI company, product, and tool collection.
batched-fn - 🦀 Rust server plugin for deploying deep learning models with batched prediction
LLM4Rec-Awesome-Papers - A list of awesome papers and resources of recommender system on large language model (LLM).