🚀 Efficient implementations of state-of-the-art linear attention models
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Aug 10, 2025 - Python
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machine-learning-systems
Here are 15 public repositories matching this topic...
Distributed RL System for LLM Reasoning
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Aug 12, 2025 - Python
Introduction to Machine Learning Systems
machine-learning deep-learning artificial-intelligence textbook courseware computer-systems edge-machine-learning machine-learning-systems tinyml cloud-ml embedded-ml mobile-ml
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Aug 11, 2025 - Python
Oort: Efficient Federated Learning via Guided Participant Selection
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Oct 27, 2021 - Python
Triton implement of bi-directional (non-causal) linear attention
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Feb 4, 2025 - Python
A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
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Jan 9, 2023 - Python
This is the course project for CSCE585: ML Systems. Students will build their machine learning systems based on the provided infrastructure --- Athena.
adversarial-machine-learning adversarial-example adversarial-attacks machine-learning-systems adversarial-defense
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Dec 15, 2020 - Python
Assignments for Data Intensive Systems for Machine Learning Coursework
deep-learning matrix-multiplication autodiff glow tvm machine-learning-systems autodifferentiation graph-executor
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Mar 24, 2023 - Python
[ICML 2022] Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems
machine-learning preprocessing adversarial-examples adversarial-attacks black-box-attacks machine-learning-systems preprocessors decision-based-attacks preprocessing-defenses
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Oct 17, 2022 - Python
A tool to predict the efficacy of DNN optimizations
performance deep-neural-networks gpu torch pytorch performance-prediction machine-learning-systems dnn-optimization-study
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May 11, 2022 - Python
ML Systems group project, completed during MSc degree at the University of Edinburgh
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May 15, 2025 - Python
ADVANCED ED-TECH Platform
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Dec 16, 2024 - Python
Price Incentive Model Efficiency System: 1.5-2x higher accuracy per training round than random/Oort, up to 30% decrease in convergence time.
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Jan 6, 2024 - Python
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