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Set compression for all EXR files in a given directory
DFloat11: Lossless LLM Compression for Efficient GPU Inference
Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments (VIS 2024)
A cross-platform real-time file synchronization tool out of the box based on Golang
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】
本仓库包含上海交通大学IPADS实验室设计的操作系统课程系列实验，以及前置课程ICS/CSAPP的系列实验。
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESM…
The official GitHub page for the survey paper "A Survey of Large Language Models".
An implementation of a deep learning recommendation model (DLRM)
DLRover: An Automatic Distributed Deep Learning System
Fast persistent recoverable log and key-value store + cache, in C# and C++.
The hub for EleutherAI's work on interpretability and learning dynamics
VLDB'25: IncrCP: Decomposing and Orchestrating Incremental Checkpoints for Effective Recommendation Model Training
Train ImageNet *fast* in 500 lines of code with FFCV
SSD-GPU-Pool 数算岛AI计算平台 —— 首款支持千卡级弹性伸缩的AI云脑操作系统。深度集成PyTorch/TensorFlow生态，首创动态拓扑感知技术，实现多模态任务自动跨节点调度，训练耗时缩短40%。实测IO吞吐突破800GB/s，支持万亿参数大模型热加载
Build userspace NVMe drivers and storage applications with CUDA support
A list of awesome papers and resources of recommender system on large language model (LLM).
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer