​ Large Language Models (LLMs) based on transformers, such as GPT, PaLM, and LLaMA, have become widely used in a variety of real-world applications. These models have been applied to a variety of tasks, including text production, translation, and natural language interpretation. However, these models’… Read More »Researchers from UCI and Zhejiang University Introduce Lossless Large Language Model Acceleration via Self-Speculative Decoding Using Drafting And Verifying Stages Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ In the world of artificial intelligence and natural language processing, there’s an ever-growing need for powerful language models that can generate human-like text, answer questions, and perform a variety of language-related tasks. OpenAI, a leading research organization in AI, has been at the forefront… Read More »What is AutoGPT and How to Use It? Narender Kumar Spark By {Examples}

​ How to copy files from the host to the docker container? In order to copy files from the host to the docker container you can simply use the docker cp command with source file and container destination path. This is a common task when… Read More »Copy Files from the Host to Docker Container Narender Kumar Spark By {Examples}

​ Think about the challenge of preparing a cup of tea in a strange home. An efficient strategy for completing this task is to reason hierarchically at several levels, including an abstract level (for example, the high-level steps required to heat the tea), a concrete… Read More »New Machine Learning Research from MIT Proposes Compositional Foundation Models for Hierarchical Planning (HiP): Integrating Language, Vision, and Action for Long-Horizon Tasks Solutions Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ How to write a line to a file? In Python programming, we often need to write text data and information into files. Though there are different methods for writing a line to a file, there is always a correct way in different situations. In… Read More »Different ways to Write Line to File in Python AlixaProDev Spark By {Examples}

​Posted by Cheng-Yu Hsieh, Student Researcher, and Chen-Yu Lee, Research Scientist, Cloud AI Team Large language models (LLMs) have enabled a new data-efficient learning paradigm wherein they can be used to solve unseen new tasks via zero-shot or few-shot prompting. However, LLMs are challenging to… Read More »Distilling step-by-step: Outperforming larger language models with less training data and smaller model sizes Google AI Google AI Blog

​ In this post, we discuss how United Airlines, in collaboration with the Amazon Machine Learning Solutions Lab, build an active learning framework on AWS to automate the processing of passenger documents. “In order to deliver the best flying experience for our passengers and make… Read More »How United Airlines built a cost-efficient Optical Character Recognition active learning pipeline Xin Gu AWS Machine Learning Blog

​ The adoption of generative AI is rapidly expanding, reaching an ever-growing number of industries and users worldwide. With the increasing complexity and scale of generative AI models, it is crucial to work towards minimizing their environmental impact. This involves a continuous effort focused on… Read More »Optimize generative AI workloads for environmental sustainability Wafae Bakkali AWS Machine Learning Blog

​ While AI has made tremendous progress and has become a valuable tool in many domains, it is not a replacement for humans’ unique qualities and capabilities. The most effective approach, in many cases, involves humans working alongside AI, leveraging each other’s strengths to achieve… Read More »Can AI Outperform Humans at Creative Thinking Task? This Study Provides Insights into the Relationship Between Human and Machine Learning Creativity Mohammad Arshad Artificial Intelligence Category – MarkTechPost