Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.

LLM 113

LLM Algorithm AI Research AI Researcher 113

Marktechpost

OCTOBER 16, 2024

Evaluating the performance of quantum computers has been a challenging task due to their sensitivity to noise, the complexity of quantum algorithms, and the limited availability of powerful quantum hardware. Researchers have made several attempts to analyze how noise affects the ability of quantum computers to perform useful computations.

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AI Research AI Researcher Inference Engine Algorithm 123

Marktechpost

OCTOBER 26, 2024

These approaches typically involve training reward models on human preference data and using algorithms like Proximal Policy Optimization (PPO) or Direct Policy Optimization (DPO) for policy learning. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

AI Research 107

AI Research AI Researcher Data Scarcity Inference Engine 107

Marktechpost

OCTOBER 21, 2024

Large Language Models (LLMs) have gained significant attention in AI research due to their impressive capabilities. Existing methods to address the challenges in AI-powered chess and decision-making systems include neural networks for chess, diffusion models, and world models. If you like our work, you will love our newsletter.

Neural Network 104

Neural Network Inference Engine Large Language Models AI 104

Marktechpost

OCTOBER 25, 2024

A major challenge in AI research is how to develop models that can balance fast, intuitive reasoning with slower, more detailed reasoning in an efficient way. In AI models, this dichotomy between the two systems mostly presents itself as a trade-off between computational efficiency and accuracy.

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Auto-complete Inference Engine AI AI 112

Marktechpost

OCTOBER 18, 2024

The lack of effective evaluation methods poses a serious problem for AI research and development. Current evaluation frameworks, such as LLM-as-a-Judge, which uses large language models to judge outputs from other AI systems, must account for the entire task-solving process. If you like our work, you will love our newsletter.

Large Language Models 109

Large Language Models LLM AI Developer AI Development 109

Marktechpost

JUNE 8, 2023

The regular expression, LLM decision rules, and the traversal algorithm are all stored in the Query Object. A regular expression inference engine that effectively converts regular expressions to finite automata has been designed and implemented. They are the first group to use automata to accommodate these variant encodings.

Large Language Models 109

Large Language Models LLM Inference Engine AI 109