Marktechpost

JULY 26, 2024

Current methodologies for Text-to-SQL primarily rely on deep learning models, particularly Sequence-to-Sequence (Seq2Seq) models, which have become mainstream due to their ability to map natural language input directly to SQL output without intermediate steps. If you like our work, you will love our newsletter.

LLM 117

LLM Prompt Engineer Prompt Engineering Large Language Models 117

AWS Machine Learning Blog

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

ESG 101

ESG Generative AI LLM Prompt Engineer 101

AWS Machine Learning Blog

NOVEMBER 14, 2024

It enables you to privately customize the FM of your choice with your data using techniques such as fine-tuning, prompt engineering, and retrieval augmented generation (RAG) and build agents that run tasks using your enterprise systems and data sources while adhering to security and privacy requirements.

LLM 106

LLM Generative AI Machine Learning Prompt Engineer 106

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

Analytics Vidhya

DECEMBER 24, 2023

Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. However, many are unsure how to leverage these tools effectively.

OpenAI 305

OpenAI LLM ChatGPT AI 305

Towards AI

DECEMBER 28, 2023

The advent of more powerful personal computers paved the way for the gradual acceptance of deep learning-based methods. The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP).

Large Language Models 122

Large Language Models Natural Language Processing Deep Learning Prompt Engineer 122

AssemblyAI

AUGUST 21, 2024

For the thousands of developers bringing new ideas to life with popular open-source pre-trained models, such as Meta’s Llama series , understanding how to use LLMs more effectively is essential for improving their use-case-specific performance. At their core, LLMs generate probability distributions over word sequences.

LLM 257

LLM Prompt Engineer Prompt Engineering Algorithm 257

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science LLM 52

Heartbeat

AUGUST 25, 2023

Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. However; current prompt engineering workflows are incredibly tedious and cumbersome. Logging prompts and their outputs to .csv First install the package via pip.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Metadata 52

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. Through training, LLMs learn to predict the next word in a sequence, given the words that have come before.

Large Language Models 184

Large Language Models LLM Machine Learning Neural Network 184

AssemblyAI

SEPTEMBER 29, 2023

Controlling text to image models is a difficult task, and they often may not convey visually specific concepts or details provided in the prompt. As a result, the concept of prompt engineering came to be, which is the study and practice of developing prompts specifically to drive tailored outputs of text-to-image models.

Deep Learning 290

Deep Learning ChatGPT OpenAI Large Language Models 290

Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Their rise is driven by advancements in deep learning, data availability, and computing power. It helps learn about LLM building blocks, training methodologies, and ethical considerations.

Large Language Models 111

Large Language Models Prompt Engineering Prompt Engineer Chatbots 111

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Neural Networks & Deep Learning : Neural networks marked a turning point, mimicking human brain functions and evolving through experience.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance. There are many prompt engineering techniques.

Generative AI 127

Generative AI Prompt Engineer Prompt Engineering LLM 127

AWS Machine Learning Blog

SEPTEMBER 21, 2023

To add to our guidance for optimizing deep learning workloads for sustainability on AWS , this post provides recommendations that are specific to generative AI workloads. Although this post primarily focuses on large language models (LLM), we believe most of the recommendations can be extended to other foundation models.

Generative AI 122

Generative AI Prompt Engineer Prompt Engineering Deep Learning 122

Marktechpost

MAY 29, 2024

Getting Started with Deep Learning This course teaches the fundamentals of deep learning through hands-on exercises in computer vision and natural language processing. It also covers how to set up deep learning workflows for various computer vision tasks.

Neural Network 91

Neural Network Natural Language Processing Large Language Models Deep Learning 91

Marktechpost

APRIL 2, 2025

Gomoku, a classic board game known for its simple rules yet deep strategic complexity, presents difficulties for both traditional search-based methods, which are computationally expensive, and machine learning approaches, which often struggle with efficiency.

Large Language Models 46

Large Language Models Prompt Engineer Prompt Engineering LLM 46

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Prompt engineering is crucial to steering LLMs effectively.

Large Language Models 100

Large Language Models Prompt Engineering Prompt Engineer LLM 100

ODSC - Open Data Science

AUGUST 21, 2023

Well, since much of what they’re looking for is new, they were in search of a candidate that had about three years of experience while specializing in deep learning. Prompt Engineer As I mentioned earlier, AI isn’t just opening the door for data scientists who specialize in AI, well not totally.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 98

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. In addition, we’ll discuss a variety of tools that form the modern LLM application development stack.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science NLP 52

Towards AI

AUGUST 31, 2023

Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. A good prompt can generate great results whereas a bad prompt can spoil the experience.

OpenAI 122

OpenAI Prompt Engineering Prompt Engineer LLM 122

Marktechpost

APRIL 11, 2024

Here’s a look at the most relevant short courses available: Red Teaming LLM Applications This course offers an essential guide to enhancing the safety of LLM applications through red teaming. Participants will learn to spot and address vulnerabilities within LLM applications, applying cybersecurity methods to the AI domain.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence LLM Python 111

Towards AI

SEPTEMBER 4, 2023

Please give it a try by subscribing below: TheSequence | Jesus Rodriguez | Substack The best source to stay up-to-date with the developments in the machine learning, artificial intelligence, and data… thesequence.substack.com The universe of language model programming(LMP) frameworks has been expanding rapidly on the last few months.

Python 105

Python Deep Learning LLM Neural Network 105

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Furthermore, we deep dive on the most common generative AI use case of text-to-text applications and LLM operations (LLMOps), a subset of FMOps. Strong domain knowledge for tuning, including prompt engineering, is required as well. Only prompt engineering is necessary for better results.

Generative AI 123

Generative AI Prompt Engineer Prompt Engineering ML 123

Mlearning.ai

JANUARY 17, 2024

350x: Application Areas , Companies, Startups 3,000+: Prompts , Prompt Engineering, & Prompt Lists 250+: Hardware, Frameworks , Approaches, Tools, & Data 300+: Achievements, Impacts on Society , AI Regulation, & Outlook 20x: What is Generative AI? Deep learning neural network.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

AWS Machine Learning Blog

NOVEMBER 19, 2024

Reserve your seat now DOP214: Unleashing generative AI: Amazon’s journey with Amazon Q Developer Tuesday December 3 | 12:00 PM – 1:00 PM Join us to discover how Amazon rolled out Amazon Q Developer to thousands of developers, trained them in prompt engineering, and measured its transformative impact on productivity.

ML 90

ML Generative AI AI AI 90

AssemblyAI

MARCH 18, 2024

Data augmentation: A technique using generative models that can create diverse and realistic variations of training data to help improve the robustness and generalization of machine learning models. What are Large Language Models (LLMs)?

Generative AI 147

Generative AI Large Language Models AI AI 147

Heartbeat

FEBRUARY 13, 2024

Learning Path to Building LLM-Based Solutions — For Practitioner Data Scientists As everyone would agree, the advent of LLM has transformed the technology industry, and technocrats have had a huge surge of interest in learning about LLMs. Langchain is very comprehensive, and its applications are evolving rapidly.

Data Scientist 52

Data Scientist LLM Deep Learning Explainability 52

ODSC - Open Data Science

MAY 1, 2023

Here are a few ways that MLOps can be used to bring some organizational structure to large language models, what you can do, and why you should consider integrating MLOps when developing LLMs. Managing Data Possibly the biggest reason for MLOps in the era of LLMs boils down to managing data.

Large Language Models 97

Large Language Models Data Scientist NLP Data Science 97

Bugra Akyildiz

JULY 16, 2023

Articles LLM Arena You want to use a chatbot or LLM, but you do not know which one to pick? Or you simply want to compare various LLMs in terms of capability? Large language models (LLMs) have shown promise in proving formal theorems using proof assistants such as Lean. It uses FastChat under the hood for evaluation.

LLM 52

LLM Chatbots Neural Network Large Language Models 52

AWS Machine Learning Blog

AUGUST 9, 2024

RAG enables LLMs to generate more relevant, accurate, and contextual responses by cross-referencing an organization’s internal knowledge base or specific domains, without the need to retrain the model. The question and context are combined and fed as a prompt to the LLM.

Data Ingestion 123

Data Ingestion Metadata LLM Generative AI 123

AWS Machine Learning Blog

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Join this session to learn how to build transformational experiences using images in Amazon Bedrock. Reserve your seat now!

ML 131

ML Generative AI Machine Learning Prompt Engineer 131

Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Bugra Akyildiz

FEBRUARY 9, 2025

It does a deep dive into two reinforcement learning algorithms used in training large language models (LLMs): Proximal Policy Optimization (PPO) Group Relative Policy Optimization (GRPO) LLM Training Overview The training of LLMs is divided into two phases: Pre-training: The model learns next token prediction using large-scale web data.

LLM 52

LLM Deep Learning Algorithm BERT 52

AWS Machine Learning Blog

APRIL 22, 2024

Purpose-built to handle deep learning models at scale, Inf2 instances are indispensable for deploying ultra-large models while meeting sustainability goals through improved energy efficiency. Figure 4: AWS generative AI stack 6. This enhances transparency and promotes trust in your commitment to sustainability.

ESG 132

ESG Generative AI AI AI 132

AssemblyAI

MAY 23, 2023

Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters. To put it differently, this means that in the span of the last 4 years only, the size of LLMs has repeatedly doubled every 3.5 Determining the necessary data for training an LLM is challenging.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

AWS Machine Learning Blog

MAY 9, 2024

LLM Linguistics – Although appropriate context can be retrieved from enterprise data sources, the underlying LLM handles linguistics and fluency. Verisk’s solution represents a compound AI system, involving multiple interacting components and making numerous calls to the LLM to furnish responses to the user.

Insight Engine 130

Insight Engine Generative AI LLM AI 130