Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS
Organizations across industries are using automatic text summarization to more efficiently handle vast amounts of information and make better decisions. ...
Tag: LLMs
Designing the Relationship Between LLMs and User Experience | by Janna Lipenkova | Apr, 2024
How to make your LLM do the right things, and do them rightA while ago, I wrote the article Choosing ...
Google's TransformerFAM revolutionizes long context processing
Google researchers have introduced TransformerFAM, a novel architecture that will revolutionize long context processing in large language models (LLM). By ...
Pushing RL Boundaries: Integrating Foundational Models, e.g. LLMs and VLMs, into Reinforcement Learning | by Elahe Aghapour & Salar Rahili | Apr, 2024
In-Depth Exploration of Integrating Foundational Models such as LLMs and VLMs into RL Training LoopAuthors: Elahe Aghapour, Salar RahiliOverview:With the ...
Improve Retrieval Performance with Vector Embeddings
Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for ...
This AI article from SambaNova presents a machine learning method to adapt pre-trained LLMs to new languages
The rapid advancement of large language models has ushered in a new era of natural language processing capabilities. However, a ...
Full line code completion in JetBrains IDE with local LLMs
In software development, coding quickly and efficiently is a challenge that many programmers face. Every developer looks for ways to ...
CodeEditorBench: A machine learning system for evaluating the effectiveness of large language models (LLMs) in code editing activities
Coding-related work has led to the rapid advancement of large language models (LLMs), with a focus on code editing. LLMs ...
'Think-and-Execute': A machine learning framework that encapsulates the common logical structure of a job using pseudocode for efficient reasoning in large language models (LLMs)
In large language models (LLM), reasoning involves dissecting the logical structure of a problem and converting it into a sequence ...
This artificial intelligence paper from Arizona State University examines whether large language models (LLMs) can reason and plan.
Large Language Models (LLM) are the latest and most amazing introduction in the field of artificial intelligence (ai). Large volumes ...
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