Hybrid AI, NLP and Prompt Engineering - Artificial Intelligence Zone

A Guide to Mastering Large Language Models

Unite.AI

JANUARY 23, 2024

Unlike traditional NLP models which rely on rules and annotations, LLMs like GPT-3 learn language skills in an unsupervised, self-supervised manner by predicting masked words in sentences. Their foundational nature allows them to be fine-tuned for a wide variety of downstream NLP tasks. This enables pretraining at scale.

Large Language Models

Large Language Models Prompt Engineer Prompt Engineering LLM

Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

deepsense.ai

NOVEMBER 14, 2023

In short, EDS is the problem of the widespread lack of a rational approach to and methodology for the objective, automated and quantitative evaluation of performance in terms of generative model finetuning and prompt engineering for specific downstream GenAI tasks related to practical business applications. Galstyan A. Cresswell J.C.,

Generative AI

Generative AI ML Prompt Engineer Prompt Engineering

Artificial Intelligence Zone

A Guide to Mastering Large Language Models

Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

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