Machine Learning

This AI Paper from SambaNova Presents a Machine Learning Method to Adapt Pretrained LLMs to New Languages

The rapid advancement of large language models has ushered in a new era of natural language processing capabilities. However, a significant challenge persists: most...

Researchers at Apple Introduce ‘pfl-research’: A Fast, Modular, and Easy-to-Use Python Framework for Simulating Federated Learning

In the ever-evolving landscape of artificial intelligence, a revolutionary concept has been turning heads and pushing boundaries: federated learning (FL). This cutting-edge approach allows...

Evaluating World Knowledge and Memorization in Machine Learning: A Study by the University of Tübingen

Large Language Models (LLMs) have emerged as a cornerstone in artificial intelligence, proficiently managing various tasks from natural language processing to complex decision-making processes....

Unveiling Player Insights: A Novel Machine Learning Approach to Understanding Gaming Behavior

In the ever-evolving mobile gaming world, delivering a truly personalized and engaging experience has become an important objective. However, traditional methods of understanding player...

Google AI Introduces Patchscopes: A Machine Learning Approach that Trains LLMs to Provide Natural Language Explanations of Their Hidden Representations

Google AI recently released Patchscopes to address the challenge of understanding and interpreting the inner workings of Large Language Models (LLMs), such as those...

This AI Paper from MIT Offers a Guide for Fine-Tuning Specific Material Properties Using Machine Learning

MIT researchers have proposed a method that combines first-principles calculations and machine learning to address the challenge of computationally expensive and intractable calculations required...

Researchers at the University of Cambridge Propose AnchorAL: A Unique Machine Learning Method for Active Learning in Unbalanced Classification Tasks

The abundance of web-scale textual data available has been a major factor in the development of generative language models, such as those pretrained as...

This AI Paper Introduces ReasonEval: A New Machine Learning Method to Evaluate Mathematical Reasoning Beyond Accuracy

Mathematical reasoning is vital for problem-solving and decision-making, particularly in large language models (LLMs). Evaluating LLMs' mathematical reasoning usually focuses on the final result...

Researchers at Stanford and MIT Introduced the Stream of Search (SoS): A Machine Learning Framework that Enables Language Models to Learn to Solve Problems...

Language models often need more exposure to fruitful mistakes during training, hindering their ability to anticipate consequences beyond the next token. LMs must improve...

This Machine Learning Paper Introduce PISSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models

Fine-tuning large language models (LLMs) enhances task performance and ensures adherence to instructions while modifying behaviors. However, this process incurs significant costs due to...

Microsoft AI Introduces Direct Nash Optimization (DNO): A Scalable Machine Learning Algorithm that Combines the Simplicity and Stability of Contrastive Learning with the Theoretical...

The evolution of artificial intelligence through the development of Large Language Models (LLMs) has marked a significant milestone in the quest to mirror human-like...

CodeEditorBench: A Machine Learning System for Evaluating the Effectiveness of Large Language Models (LLMs) in Code Editing Activities

Coding-related jobs have led to the rapid advancement of Large Language Models (LLMs), with a focus on code editing. LLMs created specifically for coding...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, and taking a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

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