Customer feedback analysis can provide crucial insights for a business, but manually analyzing and categorizing these large volumes of unstructured data is a time-consuming task that is prone to inconsistencies and subjectivity. The process can be streamlined through the use of large language models (LLMs), comprehensive machine learning models that can interpret, generate, and analyze…
Amazon Web Services (AWS) has launched the AWS Neuron Monitor container, a tool designed to enhance the monitoring capabilities of AWS Inferentia and AWS Trainium chips on Amazon Elastic Kubernetes Service (Amazon EKS). This solution simplifies the integration of monitoring tools such as Prometheus and Grafana, allowing management of machine learning (ML) workflows with AWS…
Microsoft recently launched their Copilot+ PCs worldwide, which are their latest foray into the world of Artificial Intelligence (AI). Copilot+ PCs come with a Neural Processing Unit (NPU) that performs trillions of operations per second, making them arguably the fastest and smartest Windows computers ever built. Their Sydney launch event offered the opportunity to explore…
Large language models (LLMs) and latent variable models (LVMs) can present significant challenges during deployment, such as balancing low inference overhead and the rapid change of adapters. Traditional methods, such as Low Rank Adaptation (LoRA), often result in increased latency or loss of rapid switching capabilities. This can prove particularly problematic in resource-constrained settings like…
Large Language Models (LLMs) are an essential development in the field of Natural Language Processing (NLP), capable of understanding, interpreting, and generating human language. Despite their abilities, improving these models to follow detailed instructions accurately remains a challenge, which is crucial as precision is instrumental in applications ranging from customer service bots to complex AI…
NousResearch unveiled their latest AI model, Hermes-2-Theta-Llama-3-70B, a unique blend of Hermes 2 Pro by NousResearch and Llama-3 Instruct from Meta. Developed by Charles Goddard and Arcee AI using MergeKit technology and further honed using Reinforcement Learning from Human Feedback (RLHF), the novelty of this AI model lies in its ability to unify the strengths…
Otto, a new AI tool, strives to redefine how humans interact with AI by using Table-Driven Interfaces. This unique approach simplifies task management, streamlining productivity and sparking innovation in today's tech-driven landscape. Otto stands apart from standard AI assistants by enabling users to define their processes through simple table structures, thereby automating thousands of tasks…
Google Cloud's AI tool, Google Gemini, provides a host of features that enhance various tasks such as code explanation, infrastructure management, data analysis and application development. This means that this powerful tool can lead to significant improvements in productivity, efficiency and accuracy in many technical workflows, making it invaluable to professionals within the tech industry.
There…