IBM Journey to AI blog

FEBRUARY 13, 2024

Tools such as Midjourney and ChatGPT are gaining attention for their capabilities in generating realistic images, video and sophisticated, human-like text, extending the limits of AI’s creative potential. This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task.

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ODSC - Open Data Science

NOVEMBER 8, 2023

Over the past year, new terms, developments, algorithms, tools, and frameworks have emerged to help data scientists and those working with AI develop whatever they desire. There’s a lot to learn for those looking to take a deeper dive into generative AI and actually develop those tools that others will use.

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Generative AI Prompt Engineer Prompt Engineering LLM 52

Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

AWS Machine Learning Blog

NOVEMBER 30, 2023

The metrics are case insensitive and the values are in the range of 0 (no match) to 1 (perfect match); (2) METEOR score (similar to ROUGE, but including stemming and synonym matching via synonym lists, e.g. “rain” → “drizzle”); (3) BERTScore (a second ML model from the BERT family to compute sentence embeddings and compare their cosine similarity.

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Large Language Models LLM Algorithm Responsible AI 88

Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. These large-scale neural networks are trained on vast amounts of data to address a wide number of tasks (i.e. Speed and enhance model development for specific use cases.

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AI AI Data Scientist Neural Network 64

Snorkel AI

OCTOBER 4, 2023

How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development. These large-scale neural networks are trained on vast amounts of data to address a wide number of tasks (i.e. Speed and enhance model development for specific use cases.

AI 59

AI AI Data Scientist Neural Network 59

O'Reilly Media

APRIL 23, 2024

Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. It was certainly obvious to outsiders how disruptive BERT could be to Google Search. It’s unclear whether this was a lack of imagination or a kind of “ strategy tax.”

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BERT Algorithm AI AI 108

deepsense.ai

OCTOBER 8, 2023

Introduction While the concept of AI agents has been around for decades, it is undeniable that recent advancements in Large Language Models (LLMs) have revolutionized this field, opening up a whole new realm of possibilities and applications. Need a reliable partner for a forward-thinking AI project for your business?

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Auto-complete LLM AI AI 92

Unite.AI

OCTOBER 23, 2023

Over the past few years, Large Language Models (LLMs) have garnered attention from AI developers worldwide due to breakthroughs in Natural Language Processing (NLP). These models have set new benchmarks in text generation and comprehension.

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Large Language Models LLM Natural Language Processing BERT 312

Dlabs.ai

NOVEMBER 2, 2023

The most popular tools among our developers are Copilot and ChatGPT. Creating Apps using AI: Developers use AI in building innovative applications. In our case, during the development of our GPT-based diabetes assistants. Large Language Model selection We knew we wanted to use a language model.

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LLM ChatGPT Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

APRIL 29, 2024

To build a production-grade AI system today (for example, to do multilingual sentiment analysis of customer support conversations), what are the primary technical challenges? Historically, natural language processing (NLP) would be a primary research and development expense. We are happy to help you get started.

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ML Python Data Scientist Deep Learning 99

Snorkel AI

OCTOBER 17, 2023

How does BloombergGPT, which was purpose-built for finance, differ in its training and design from generic large language models ? If you look at recent announcements from companies about new large language models, the training-data mix and distribution is often one of the pieces they keep most secret.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

How does BloombergGPT, which was purpose-built for finance, differ in its training and design from generic large language models ? If you look at recent announcements from companies about new large language models, the training-data mix and distribution is often one of the pieces they keep most secret.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Unite.AI

AUGUST 4, 2023

An important aspect of Large Language Models (LLMs) is the number of parameters these models use for learning. The more parameters a model has, the better it can comprehend the relationship between words and phrases. LangChain fills a crucial gap in AI development for the masses.

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Prompt Engineer Prompt Engineering Python NLP 245