NVIDIA / recsys-examplesLinks
Examples for Recommenders - easy to train and deploy on accelerated infrastructure.
☆211Updated last week
Alternatives and similar repositories for recsys-examples
Users that are interested in recsys-examples are comparing it to the libraries listed below
Sorting:
- A unified architecture deep learning framework designed specifically for ultra-large-scale sparse models.☆306Updated 2 weeks ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆160Updated last year
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆189Updated 2 months ago
- HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training☆1,041Updated 4 months ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆271Updated 2 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆332Updated last month
- Zero Bubble Pipeline Parallelism☆448Updated 8 months ago
- tensorflow源码阅读笔记☆192Updated 7 years ago
- Disaggregated serving system for Large Language Models (LLMs).☆768Updated 9 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆637Updated 2 weeks ago
- A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.☆170Updated last year
- LLM training technologies developed by kwai☆70Updated last week
- GLake: optimizing GPU memory management and IO transmission.☆497Updated 10 months ago
- ☆522Updated last week
- FlagGems is an operator library for large language models implemented in the Triton Language.☆887Updated this week
- The road to hack SysML and become an system expert☆510Updated last year
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆476Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,322Updated last month
- An easy-to-use framework for large scale recommendation algorithms.☆332Updated this week
- PyTorch distributed training acceleration framework☆55Updated 5 months ago
- High Performance LLM Inference Operator Library☆222Updated last week
- flash attention tutorial written in python, triton, cuda, cutlass☆479Updated last week
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆99Updated 2 years ago
- ☆219Updated 2 years ago
- Materials for learning SGLang☆728Updated 3 weeks ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆602Updated last month
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆659Updated this week
- ☆56Updated 2 years ago
- PyTorch bindings for CUTLASS grouped GEMM.☆185Updated last month
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,031Updated last week