Unite.AI

JULY 5, 2024

However, the real power of LLM-driven synthetic data generation lies in more sophisticated techniques and applications. Advanced Techniques for Synthetic Data Generation 2.1 Prompt Engineering Prompt engineering is crucial for guiding LLMs to generate high-quality, relevant synthetic data.

LLM 256

LLM Prompt Engineer Prompt Engineering Data Scarcity 256

Marktechpost

JULY 22, 2024

However, acquiring such datasets presents significant challenges, including data scarcity, privacy concerns, and high data collection and annotation costs. Artificial (synthetic) data has emerged as a promising solution to these challenges, offering a way to generate data that mimics real-world patterns and characteristics.

AI Research 119

AI Research AI Researcher Data Scarcity Prompt Engineer 119

Heartbeat

FEBRUARY 27, 2024

Multilingual prompt engineering is the art and science of creating clear and precise instructions for AI models that understand and respond in multiple languages. This article discusses the difficulties that multilingual prompt engineering encounters and solutions to those difficulties.

Prompt Engineering 40

Prompt Engineering Prompt Engineer Robotics Deep Learning 40

AWS Machine Learning Blog

MARCH 14, 2024

We provide an overview of key generative AI approaches, including prompt engineering, Retrieval Augmented Generation (RAG), and model customization. When applying these approaches, we discuss key considerations around potential hallucination, integration with enterprise data, output quality, and cost.

Generative AI 122

Generative AI Prompt Engineer Prompt Engineering AI 122

deepsense.ai

FEBRUARY 6, 2024

Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using “car lamp” as a prompt, we are very likely to detect cars instead of car lamps. The first concept is prompt engineering. Text: The model accepts text prompts. Source: own study.

Prompt Engineer 105

Prompt Engineer Prompt Engineering NLP Computer Vision 105

John Snow Labs

OCTOBER 16, 2023

Strategy and Data: Non-top-performers highlight strategizing (24%), talent availability (21%), and data scarcity (18%) as their leading challenges. Currently, getting LLMs to function as agents requires a lot of messy prompt engineering, and the technology seems quite finicky and unready for use in production.”

Large Language Models 52

Large Language Models NLP Metadata Data Scarcity 52

deepsense.ai

FEBRUARY 12, 2024

Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using car lamp as a prompt, we are very likely to detect cars instead of car lamps. The first concept is prompt engineering. Text: The model accepts text prompts. Source: own study.

Prompt Engineer 52

Prompt Engineer Prompt Engineering NLP Computer Vision 52