Machine Learning
Evaluating AI Model Security Using Red Teaming Approach: A Comprehensive Study on LLM and MLLM Robustness Against Jailbreak Attacks and Future Improvements
The emergence of Massive Language Fashions (LLMs) and Multimodal Massive Language Fashions (MLLMs) represents a big...
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Effector: A Python-based Machine Learning Library Dedicated to Regional Feature Effects
International characteristic results strategies, comparable to Partial Dependence Plots (PDP) and SHAP Dependence Plots, have been...
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IsoBench: An Artificial Intelligence Benchmark Dataset Containing Problems from Four Major Areas: Math, Science, Algorithms, and Games
The fields of Pure Language Processing (NLP) and Pure Language Technology (NLG) have undergone superb transformations...
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This Machine Learning Research Introduces Mechanistic Architecture Design (Mad) Pipeline: Encompassing Small-Scale Capability Unit Tests Predictive of Scaling Laws
Creating deep studying architectures requires lots of assets as a result of it entails a big...
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Google DeepMind Presents Mixture-of-Depths: Optimizing Transformer Models for Dynamic Resource Allocation and Enhanced Computational Sustainability
The transformer mannequin has emerged as a cornerstone expertise in AI, revolutionizing duties similar to language...
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TFB: An Open-Source Machine Learning Library Designed for Time Series Researchers
Sturdy benchmarks are indispensable instruments within the arsenal of researchers, offering a rigorous framework for evaluating...
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Researchers at Google AI Innovates Privacy-Preserving Cascade Systems for Enhanced Machine Learning Model Performance
The cascades idea has emerged as a crucial mechanism, notably for big language fashions (LLMs). These...
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AI Has an Uber Problem – O’Reilly
Be taught sooner. Dig deeper. See farther. “The financial downside of...
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Can Benign Data Undermine AI Safety? This Paper from Princeton University Explores the Paradox of Machine Learning Fine-Tuning
Security tuning is essential for guaranteeing that superior Massive Language Fashions (LLMs) are aligned with human...
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Salesforce AI Introduces Moira: A Cutting-Edge Time Series Foundation Model Offering Universal Forecasting Capabilities
A crew of researchers from Salesforce AI has launched Moirai to handle the problem of time...
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