IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. Researchers are actively exploring artificial consciousness, general problem-solving and common-sense reasoning within machines.

Neural Network 226

Neural Network LLM AI AI 226

AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. This is where the power of auto-tagging and attribute generation comes into its own.

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

Towards AI

FEBRUARY 20, 2024

This ability empowers them to identify patterns, make predictions, and even generate creative content. Below is a very common example you will come across: Imagine teaching a child about a cat. Instead of being told how to perform a task, they learn from data and improve their performance over time. You show many cats to the child.

Machine Learning 83

Machine Learning ML Neural Network Algorithm 83

Unite.AI

DECEMBER 18, 2023

Trey has over ten years of experience in the tech industry, having worked as an engineer for IBM, Creative Commons, and Yelp. A critical facet of this workflow is the generation of embeddings from the transcripts, a step fundamental to the efficacy of our RAG-based tagging, classification models, and intricate summarizations.

LLM 130

LLM Data Analysis Prompt Engineer Prompt Engineering 130

Towards AI

SEPTEMBER 22, 2023

It’s like teaching machines to speak our language and even generate creative, coherent, and contextually relevant responses. "lemmatized_word = lemmatizer.lemmatize(word)print("Lemmatized word:", lemmatized_word) POS Tagging (Part-of-Speech Tagging) Assigning a part-of-speech (e.g.,

Natural Language Processing 97

Natural Language Processing NLP Generative AI Machine Learning 97

Bugra Akyildiz

JANUARY 14, 2024

This means that the LLM is more likely to generate different and creative outputs. 1) Tag-to-Caption: Using existing tags, We leverage the power of OpenAI's GPT-3.5 Turbo API to generate high-quality and contextually relevant captions based on music tag. Re-generate the mistake step at a higher temperature.

LLM 59

LLM Software Engineer Large Language Models Algorithm 59

Marktechpost

JULY 12, 2023

ProGen was trained on 280M protein sequences from more than 19,000 families, and the model is augmented with control tags specifying the property of the protein. ProGen can be fine-tuned to create more accurate protein sequences using specific sequences and tags. It can write a discharge summary for patients following surgery.

Large Language Models 52

Large Language Models ChatGPT Explainability LLM 52

TensorFlow

FEBRUARY 3, 2023

Tasks are aptly named because they can be used to perform common ML tasks like image classification and object detection. Categorize your images When uploading images, run image classification to automatically add relevant tags. You can even customize your model to add your own tags to suit your needs.

Machine Learning 52

Machine Learning ML Categorization Python 52

Defined.ai blog

JANUARY 5, 2023

It provides a large amount of natural language data from customer service interactions and is tagged with positive, neutral, or negative sentiment. The Common Crawl Corpus is a dataset of more than 3 billion web pages collected over 12 years of Common Crawl’s web indexing.

Conversational AI 52

Conversational AI Metadata AI AI 52

Marktechpost

JULY 5, 2023

The Common Crawl, a vast dataset of web pages containing billions of words, and the BookCorpus dataset, a collection of more than 11,000 books on various topics, were used to train the model. By fusing Common Crawl with WebText, a considerably larger and more varied dataset was used to train the model. billion parameters.

Natural Language Processing 111

Natural Language Processing OpenAI NLP AI Tools 111

Unite.AI

JULY 20, 2023

You can optimize your content by adding key terms, meta tags, headings, and more to improve it. This plan is best for individuals and consultants and has some useful features: 40+ AI templates to explore your creative genius. Once you’re happy, hit Create Outline to continue. Click Generate Writing Points to continue. NLP key terms.

AI 245

AI AI NLP Natural Language Processing 245

Marktechpost

JULY 1, 2023

People can write more quickly and efficiently, broaden their thinking and unleash their creativity by tapping into the limitless potential of AI. In addition to these examples of applications, Copysmith also provides content enhancement, advertising, social media, blog templates, and creative thinking prompts.

Artificial Intelligence 84

Artificial Intelligence Artificial Intelligence AI AI 84

Becoming Human

MAY 12, 2023

It takes creativity, intuition, and problem-solving skills to develop artificial intelligence. In-house Image Annotation The process of in-house image annotation involves tagging or labeling images with relevant metadata so that they can be retrieved and searched more easily. Consequently, the results might be of poor quality.

Machine Learning 81

Machine Learning Computer Vision Automation Artificial Intelligence 81

Heartbeat

FEBRUARY 8, 2024

openai_api_key=" ") Here, the temperature parameters adjust the creativity of the response as it increases with a higher temperature. "] for index, convo in enumerate(queries): # log the few-shot predictions comet_llm.log_prompt(prompt=convo, prompt_template= instructions, output=predict(convo), tags = ["gpt-3.5-turbo",

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

Marktechpost

JUNE 27, 2023

Although DreamStudio has only been around for a short while, it has quickly become a favorite among creative types. Speaker Detective, backed by artificial intelligence, can quickly and easily tag new speakers. A built-in archive enables users to reflect on their previous contributions. videos that make making A.I. art generator, A.I.

AI Tools 80

AI Tools Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 80

Mlearning.ai

JULY 2, 2023

Brace yourself as we unravel the secrets of Django’s unparalleled might, empowering you to unleash your creativity and construct awe-inspiring web applications with unparalleled ease. Template Inheritance Django supports template inheritance, allowing you to create a base template with common elements and extend it in child templates.

Data Science 52

Data Science Python Data Analysis AI Tools 52

Heartbeat

NOVEMBER 6, 2023

Let’s discuss a few components common to all LLM projects. Components of an LLM-based Project An LLM project may use a pre-trained model for generic use cases or fine-tune certain models for more specific tasks. Whatever may be the case, the project’s overall structure mostly remains the same.

LLM 52

LLM Machine Learning Deep Learning Natural Language Processing 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Use the “Generative AI” tag as you are browsing the session catalog to find them. Second, we’ll have sessions covering the common generative AI use cases and applications. Generative AI is augmenting our productivity and creativity in new ways, while also being fueled by massive amounts of enterprise data and human intelligence.

ML 103

ML Generative AI Prompt Engineer Prompt Engineering 103

AWS Machine Learning Blog

DECEMBER 14, 2023

In scenarios where users need to rapidly share code samples or collaborate on a common code base without the complexities of frequent git push/pull commands, shared EFS mounts are highly beneficial. Share Code – EFS mounts facilitate the quick sharing of code artifacts between user profiles.

Generative AI 92

Generative AI AI Tools ML AI 92

AWS Machine Learning Blog

AUGUST 2, 2023

It allows users to quickly and easily find the images they need without having to manually tag or categorize them. Use cases GenAI image captioning is useful in the following use cases: Ecommerce – A common industry use case where images and text occur together is retail.

Automation 69

Automation Generative AI Metadata Data Scientist 69

AWS Machine Learning Blog

MAY 30, 2023

Common among them are chatbots, image generators, and video generators. Large language models (LLMs) are being used in chatbots for creative pursuits, academic and personal assistants, business intelligence tools, and productivity tools. You can use text-to-image models to generate abstract or realistic AI art and marketing assets.

Generative AI 64

Generative AI Machine Learning Chatbots LLM 64

John Snow Labs

JULY 19, 2023

Claude has proven to be an adept tool in a variety of use cases including summarization, search, creative and collaborative writing, Q&A, coding, and more. Additionally, dedicated capacity is available for Claude Instant, allowing for predictable performance even at scale, and it can be run on a device as common as a MacBook Pro.

LLM 98

LLM OpenAI Large Language Models NLP 98

Snorkel AI

MAY 25, 2023

In the fine-tuning approach, you would use a dataset with labeled examples of the kind of information you want to extract, for example, a dataset that has person names annotated with a [PER] tag. Then you could use the fine-tuned model to predict the tags for new texts. It is a common problem of large language models generally.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

In the fine-tuning approach, you would use a dataset with labeled examples of the kind of information you want to extract, for example, a dataset that has person names annotated with a [PER] tag. Then you could use the fine-tuned model to predict the tags for new texts. It is a common problem of large language models generally.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

ODSC - Open Data Science

FEBRUARY 14, 2023

This could be achieved through the use of a user-friendly management console and robust APIs for automating common tasks. While technology engineers are finding ChatGPT useful to rapidly debug and or create codes, creative writers are testing it to create complex movie plots. But users may find ways to bypass safeguards.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AWS Machine Learning Blog

AUGUST 15, 2023

However, among all types of digital assets, video and audio assets are the most common and important. The RAG-based video/audio question answering solution can potentially solve business problems of locating training and reference materials that are in the form of non-text content.

Chatbots 71

Chatbots Metadata LLM Generative AI 71

Sebastian Ruder

AUGUST 23, 2021

Key examples of these trends are a transition from a focus on core linguistic tasks such as part-of-speech tagging and dependency parsing to tasks that are closer to the real-world such as goal-oriented dialogue and open-domain question answering ( Kwiatkowski et al., " —David A.

NLP 52

NLP Natural Language Processing ML Deep Learning 52

The MLOps Blog

OCTOBER 3, 2023

But I’d say what you do is not a common combination. They just need to kind of tag things like “Hey, by the way, we’re using these data sources. What she can do is go into the creative studio and say, “Hey, here’s my website or shop or whatever, generate a bunch of email templates for me.” Aurimas: You do.

ML 52

ML Data Scientist Machine Learning Data Science 52