How I Won Singapore’s GPT-4 Prompt Engineering Competition

Shutterstock has introduced the TRUST framework to address ethical concerns in the stock media industry. The framework includes principles such as using correctly licensed data for training AI systems, fair compensation for creators, diversity and inclusion,…

Practical Solutions for Language Models in AI Enhancing Model Efficiency and Performance Language models, a subset of artificial intelligence, play a crucial role in various applications such as chatbots and predictive text. The challenge lies in…

Amazon Kendra is an intelligent search service that uses machine learning to quickly search enterprise data. The Amazon Kendra Drupal connector allows users to index and search Drupal content using intelligent search. This post provides a…

Direct Preference Optimization (DPO) in Language Models Direct Preference Optimization (DPO) enhances large language models (LLMs) by training them to differentiate between candidate outputs, aligning them with human preferences. By incorporating reinforcement learning techniques, DPO enables…

OpenAI recently announced at the OpenAI DevDay that ChatGPT users can now create AI agents called GPTs. With GPTs, users can prompt ChatGPT to perform specific functions without the need for extra context or saving prompts.…

The text discusses the significance of foundation models like Large Language Models, Vision Transformers, and multimodal models in reshaping AI applications. These models, while versatile, require substantial resources for development and deployment. Research is focused on…

The article discusses a data scientist’s transition from Python to Rust, comparing their virtual environment and dependency management aspects. In Python, virtual environments isolate project-specific packages and manage dependencies at runtime, requiring additional tools for capturing…

The article discusses the process of fine-tuning a base LLama2 LLM to output SQL code using Parameter Efficient Fine-Tuning techniques. It covers the hardware requirements, optimization methods, and the actual fine-tuning process. The workflow for fine-tuning…

GitHub Copilot GitHub Copilot is a cutting-edge AI-powered coding assistant that helps developers produce high-quality code more efficiently. It uses OpenAI’s Codex language model to offer valuable suggestions, complete lines of code, write comments, and aid…

The researchers from Tsinghua University, Microsoft Research, University of Wisconsin-Madison, HKUST, and IDEA Research introduce LLaVA-Plus, a general-purpose multimodal assistant that enhances the capabilities of large multimodal models. By combining tool chaining and end-to-end training techniques,…

YouTube has introduced various measures and guidelines to address the misuse of AI, particularly in relation to deep fake music. This decision comes in response to pressure from the industry, exemplified by a song featuring AI…

Large language models (LLMs) are AI algorithms that use deep learning and vast datasets to comprehend, summarize, synthesize, and anticipate new material. They can internalize accurate and biased information and have knowledge of syntax, semantics, and…

YouTube Music has introduced a new feature that enables users to create custom cover art for their playlists using AI. Users can select from different categories, such as animals and nature, and ask the AI to…

Understanding the Target Audience for Baidu’s AI Search Paradigm The research conducted by Baidu targets AI professionals, business managers, and technology decision-makers. These individuals are often responsible for the implementation and optimization of information retrieval systems.…

Understanding Autoregressive Large Language Models (LLMs) Yann LeCun, a leading AI expert, recently claimed that autoregressive LLMs have significant flaws. He argues that as these models generate text, the chance of producing a correct response decreases…

Practical Solutions for Text Retrieval Importance of Hard-Negative Mining Text retrieval is crucial for applications like searching, question answering, and item recommendation. Hard-negative mining methods play a key role in improving the performance of text retrieval…

Understanding the Challenges in Software Engineering Software engineering faces new challenges that traditional benchmarks can’t address. Freelance software engineers deal with complex tasks that go beyond simple coding. They manage entire codebases, integrate different systems, and…

Deci has introduced DeciLM-7B, a 7-billion-parameter class language model with high precision and speed, bringing revolutionary changes to various industries. It significantly outperforms its predecessors in accuracy and speed, with potential applications in cost-effective high-volume user…