AssemblyAI

MAY 3, 2023

We are going to explore these and other essential questions from the ground up , without assuming prior technical knowledge in AI and machine learning. During the training process, an LM is fed with a large corpus (dataset) of text and tasked with predicting the next word in a sentence.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. In this post, we explore best practices for prompting the Llama 2 Chat LLM. We start by sharing some examples of what different prompt techniques look like.

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LLM Large Language Models Chatbots Generative AI 90

Heartbeat

DECEMBER 20, 2023

This level of interaction is made possible through prompt engineering, a fundamental aspect of fine-tuning language models. By carefully choosing prompts, we can shape their behavior and enhance their performance in specific tasks.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Deep Learning Natural Language Processing 52

Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). In computer vision, supervised pre-trained models such as Vision Transformer [2] have been scaled up [3] and self-supervised pre-trained models have started to match their performance [4]. Credit for the title image: Liu et al.

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NLP ML BERT Computational Linguistics 52