alibaba / RecISLinks
A unified architecture deep learning framework designed specifically for ultra-large-scale sparse models.
☆74Updated this week
Alternatives and similar repositories for RecIS
Users that are interested in RecIS are comparing it to the libraries listed below
Sorting:
- Examples for Recommenders - easy to train and deploy on accelerated infrastructure.☆130Updated this week
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆169Updated last week
- A baseline repository of Auto-Parallelism in Training Neural Networks☆146Updated 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆322Updated last month
- The road to hack SysML and become an system expert☆499Updated 11 months ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆77Updated 4 years ago
- Curated collection of papers in machine learning systems☆405Updated last week
- A PyTorch-like deep learning framework. Just for fun.☆157Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆148Updated last month
- tensorflow源码阅读笔记☆193Updated 6 years ago
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆95Updated 2 years ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆157Updated last year
- ☆15Updated last year
- ☆22Updated last year
- An Optimizing Compiler for Recommendation Model Inference☆26Updated 3 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆61Updated last year
- paper and its code for AI System☆324Updated 3 weeks ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆276Updated 8 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆85Updated 2 years ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆268Updated 6 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆685Updated 5 months ago
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆313Updated 2 years ago
- ☆76Updated 3 years ago
- nnScaler: Compiling DNN models for Parallel Training☆118Updated last week
- 🎉CUDA 笔记 / 高频面试题汇总 / C++笔记,个人笔记,更新随缘: sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.☆42Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆203Updated last month
- ☆24Updated last year
- An Efficient RDMA-based RPC Framework☆23Updated last year
- Yinghan's Code Sample☆345Updated 3 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago