GitHub topics: large-scale-machine-learning
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Size: 2.39 MB - Last synced at: 2 days ago - Pushed at: 14 days ago - Stars: 18,585 - Forks: 2,365

openpsi-project/ReaLHF π¦
Super-Efficient RLHF Training of LLMs with Parameter Reallocation
Language: Python - Size: 8.75 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 299 - Forks: 19

akashsonowal/interview-prep
Crack SWE (ML) / DS MAANG Interviews
Language: Python - Size: 1.03 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 4 - Forks: 0

terrytangyuan/distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Language: Python - Size: 7.2 MB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 437 - Forks: 40

natnew/Awesome-Data-Science
Carefully curated list of awesome data science resources.
Size: 3.44 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 137 - Forks: 22

swghosh/DeepFace
Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
Language: Python - Size: 471 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 198 - Forks: 62

astorfi/Large-Scale-AI-Blueprint
A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.
Size: 7.56 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 3

shaheennabi/Machine-Learning-The-Untold-System-Design
π π Focused on overlooked system design principles crucial for large-scale AI applications. πΈπβ¨ This repository explores architecture, infrastructure, and integration, helping developers build scalable, efficient AI systems for real-world demands. it highlights key innovations and their impact on AI system design. πππ π
Size: 4.88 KB - Last synced at: 26 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

asigalov61/Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
Language: Python - Size: 968 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 93 - Forks: 9

knagrecha/hydra
Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear speedups for multi-gpu multi-task execution.
Language: Python - Size: 98.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 3

swghosh/FaceNet
Keras implementation of the renowned publication "FaceNet: A Unified Embedding for Face Recognition and Clustering" by Schroff et al.
Language: Python - Size: 25.4 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

anirudhb11/LEVER
Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
Language: Python - Size: 294 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

asigalov61/Euterpe
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
Language: Python - Size: 626 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 2

ishugaepov/MLBD
Materials for "Machine Learning on Big Data" course
Language: Jupyter Notebook - Size: 88.6 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 21 - Forks: 60

asigalov61/GIGA-Piano
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
Language: Python - Size: 889 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 3

alexrenz/AdaPM
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
Language: C++ - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 8

khushnood/DeepLearningJavaFromScratch
This project is for developing a deep neural networks and its variant from scratch. No external libraries are used except for GPU operations.
Language: Java - Size: 49 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

RajeshThallam/fastertransformer-converter
This repository is a code sample to serve Large Language Models (LLM) on a Google Kubernetes Engine (GKE) cluster with GPUs running NVIDIA Triton Inference Server with FasterTransformer backend.
Language: Python - Size: 139 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

nilesh2797/zestxml
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning
Language: C++ - Size: 7.12 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2
