Researchers from the University of Washington Introduce Fiddler: A Resource-Efficient Inference Engine for LLMs with CPU-GPU Orchestration
Mixture-of-experts (MoE) models have revolutionized artificial intelligence by enabling the dynamic allocation of tasks to specialized components within larger models. However, a major challenge in adopting MoE models is their…
This Machine Learning Study Tests the Transformer’s Ability of Length Generalization Using the Task of Addition of Two Integers
Transformer-based models have transformed the fields of Natural Language Processing (NLP) and Natural Language Generation (NLG), demonstrating exceptional performance in a wide range of applications. The best examples of these…
Google DeepMind Researchers Provide Insights into Parameter Scaling for Deep Reinforcement Learning with Mixture-of-Expert Modules
Deep reinforcement learning (RL) focuses on agents learning to achieve a goal. These agents are trained using algorithms that balance exploration of the environment with the exploitation of known strategies…
Google DeepMind Introduces Round-Trip Correctness for Assessing Large Language Models
The advent of code-generating Large Language Models (LLMs) has marked a significant leap forward. These models, capable of understanding and generating code, are revolutionizing how developers approach coding tasks. From…
Can We Drastically Reduce AI Training Costs? This AI Paper from MIT, Princeton, and Together AI Unveils How BitDelta Achieves Groundbreaking Efficiency in Machine Learning
Training Large Language Models (LLMs) involves two main phases: pre-training on extensive datasets and fine-tuning for specific tasks. While pre-training requires significant computational resources, fine-tuning adds comparatively less new information…
IQVIA publishes 2023 Environmental, Social and Governance Report
IQVIA (NYSE:IQV), has published its 2023 Environmental, Social and Governance (ESG) Report. The annual report provides a detailed account of the organization’s focus on reducing its environmental impact and commitment…
RobCo welcomes Lightspeed Venture Partners as a new investor
Global venture capital firm Lightspeed and additional investors inject $42.5 million into the development and expansion of the company. RobCo is a facilitator for plug-and-play robot automation in SMEs today. Company is on…
Scaling Up LLM Agents: Unlocking Enhanced Performance Through Simplicity
While large language models (LLMs) excel in many areas, they can struggle with complex tasks that require precise reasoning. Recent solutions often focus on sophisticated ensemble methods or frameworks where…
Meet the Matryoshka Embedding Models that Produce Useful Embeddings of Various Dimensions
In the significantly developing field of Natural Language Processing (NLP), embedding models are essential for converting complicated items like text, images, and audio into numerical representations that computers can comprehend…
UK Home Secretary sounds alarm over deepfakes ahead of elections
Criminals and hostile state actors could hijack Britain’s democratic process by deploying AI-generated “deepfakes” to mislead voters, UK Home Secretary James Cleverly cautioned in remarks ahead of meetings with major…