- Fri. Nov 29th, 2024
Latest Post
Salesforce AI Research Unveils APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
Function-calling agent models, a significant advancement within large language models (LLMs), face the challenge of requiring high-quality, diverse, and verifiable datasets. These models interpret natural language instructions to execute API…
Top 5 Factors to Consider Whether To Buy or Build Generative AI Solutions
The rise of generative AI (GenAI) technologies presents enterprises with a pivotal decision: should they buy a ready-made solution or build a custom one? This decision hinges on several critical…
Intelisys Appoints Ken Mills as New President
Mills brings depth of channel experience to leadership position Intelisys, a ScanSource (NASDAQ: SCSC) company, and a leading provider of technology services and solutions, today announced the appointment of Ken…
Google Researchers Reveal Practical Insights into Knowledge Distillation for Model Compression
At the moment, many subfields of computer vision are dominated by large-scale vision models. Newly developed state-of-the-art models for tasks such as semantic segmentation, object detection, and image classification exceed…
Dropout: A Revolutionary Approach to Reducing Overfitting in Neural Networks
Introduction to Overfitting and Dropout: Overfitting is a common challenge when training large neural networks on limited data. It occurs when a model performs exceptionally well on training data but…
Rethinking QA Dataset Design: How Popular Knowledge Enhances LLM Accuracy?
Large language models (LLMs) have gained significant attention for their ability to store vast amounts of factual knowledge within their weights during pretraining. This capability has led to promising results…
CMU Researchers Propose XEUS: A Cross-lingual Encoder for Universal Speech trained in 4000+ Languages
Self-supervised learning (SSL) has expanded the reach of speech technologies to many languages by minimizing the need for labeled data. However, current models only support 100-150 of the world’s 7,000+…
Language Processing Units (LPUs): Paving the way for advanced voice AI in contact centres
Have you heard about Language Processing Units (LPUs) yet? If you haven’t, prepare to be wowed! LPUs are specialised processors engineered specifically for language-related tasks. They differ from other processors…
Microsoft AI Reveals Skeleton Key: A New Type of Generative AI Jailbreak Technique
Generative AI jailbreaking involves crafting prompts that trick the AI into ignoring its safety guidelines, allowing the user to potentially generate harmful or unsafe content the model was designed to…
Top 5 Effective Design Patterns for LLM Agents in Real-world Applications
The design and deployment of efficient AI agents have become a critical focus in the LLM world. Recently, Anthropic has highlighted several highly effective design patterns that are being utilized…