NVIDIA

MARCH 18, 2024

3D asset generation is among the latest capabilities Edify offers developers and visual content providers, who will also be able to exert more creative control over AI image generation. Bria , a holistic platform tailored for businesses developing responsible visual generative AI, has adopted Picasso to run inference.

Generative AI 103

Generative AI AI AI Automation 103

Chatbots Life

MAY 13, 2023

Create an outline for a course or training program Please create an outline for a course on web development for beginners Can you make a training program outline for a customer service workshop? </p> Change the HTML of a line of code Add a class of "header" to this header tag? <h1>Hello,

ChatGPT 95

ChatGPT Chatbots Explainability Software Engineer 95

Allen AI

JUNE 17, 2023

AI2’s PRIOR team is excited to be represented with several papers at this year’s conference. Highlighted Papers from AI2 Selected works involving AI2 researchers appearing at this year’s conference ( * denotes AI2 affiliation ): VisProg is capable of performing visual reasoning while executing natural language instructions.

Computer Vision 52

Computer Vision Robotics AI Researcher AI Research 52

AssemblyAI

APRIL 15, 2024

Entity Detection : Identify and tag relevant names, places, and brands in your transcriptions, offering valuable insights for content analysis. Accessibility Speech AI technology empowers your business to deliver accurate transcriptions to serve the diverse needs of a global audience. " Learn more about how Aloware uses AssemblyAI.

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

AWS Machine Learning Blog

DECEMBER 13, 2023

Whether it’s an internal team meeting, conference session, or earnings call, this approach can help you distill hours of content down to salient points. Here are the key points from the standup: Joe finished reviewing the current state for task EDU1 and created a new task to develop the future state.

Generative AI 93

Generative AI ETL Automation AI 93

Sebastian Ruder

AUGUST 15, 2021

My favourite resources on this topic from the conference are: Chris Pott's keynote on Reliable characterizations of NLP systems as a social responsibility. This paper is a nice example of incorporating linguistic information in the form of dependency relations and part-of-speech tags into language models.

NLP 52

NLP Explainability Neural Network Natural Language Processing 52

ODSC - Open Data Science

APRIL 21, 2023

DiffDock will be presented at the 11th International Conference on Learning Representations where it will show off its approach to computational drug design. If proven successful, it could be a major breakthrough and could potentially rock the foundations of the traditional drug development pipeline.

Generative AI 52

Generative AI Data Science AI AI 52

AWS Machine Learning Blog

NOVEMBER 16, 2023

We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images. Instead, imagine being able to filter listings that contain these features—even if a person didn’t explicitly tag them. & Moustafa, M.

ML 82

ML Machine Learning Computer Vision Auto-classification 82

Snorkel AI

DECEMBER 14, 2023

Earlier this year, I presented a talk titled “Tackling Advanced Classification Using Snorkel Flow” at Snorkel AI’s The Future of Data-Centric AI conference. Traditionally, data science teams have iterated on models with hyper-parameter tuning or prompting—what we call “model-centric” development. We summarized our main points here.

Categorization 64

Categorization Prompt Engineer Prompt Engineering Data Science 64

ODSC - Open Data Science

JUNE 13, 2023

Text data: video titles, descriptions, categories, tags filled in by content creators, and comments left by content consumers. Text: post captions, comments, profile descriptions, and tags. Proceedings of the 20th Python in Science Conference, pages 52–58. Video data: visual (frames) and audible contents of videos. Statista.com.

Data Science 52

Data Science Natural Language Processing Python Machine Learning 52

Snorkel AI

DECEMBER 14, 2023

Earlier this year, I presented a talk titled “Tackling Advanced Classification Using Snorkel Flow” at Snorkel AI’s The Future of Data-Centric AI conference. Traditionally, data science teams have iterated on models with hyper-parameter tuning or prompting—what we call “model-centric” development. We summarized our main points here.

Categorization 59

Categorization Prompt Engineer Prompt Engineering Data Science 59

AWS Machine Learning Blog

FEBRUARY 19, 2024

We use the Amazon letters to shareholders dataset to develop this solution. Managing these interdependent parts can introduce complexities in system development and deployment. Add tags as needed. For more information, see the Amazon Bedrock Developer Guide and Knowledge Base APIs. Choose Next.

Chatbots 93

Chatbots Data Ingestion Machine Learning Generative AI 93

Flipboard

DECEMBER 6, 2023

Amazon Bedrock also offers a broad set of tools that are needed to build generative AI applications, simplify the development process, and maintain privacy and security. It’s recommended to get many inputs while developing a prompt template. You can also use separate sets of prompt development data and test data.

Chatbots 130

Chatbots LLM Prompt Engineer Prompt Engineering 130

ODSC - Open Data Science

APRIL 28, 2023

Introduction to SpaCy SpaCy is a python library designed to provide a “complete” NLP pipeline, including ingestion, tokenization, tagging, representation, and even classification. Looking at the changes we made to the spaCy configuration to leap forward roughly a decade in NLP development brings that point home.

Deep Learning 98

Deep Learning Convolutional Neural Networks Neural Network NLP 98

AWS Machine Learning Blog

MAY 16, 2024

To enhance the shopping experience of LotteON’s customers, the recommendation service development team is continuously improving the recommendation service to provide customers with the products they are looking for or may be interested in at the right time.

Deep Learning 88

Deep Learning Auto-complete Algorithm ML 88

Sebastian Ruder

JUNE 6, 2022

This was my first in-person conference since ACL 2019. This is also my first conference highlights post since NAACL 2019. With 1032 accepted papers (604 long, 97 short, 331 in Findings), this post can only offer a glimpse of the diverse research presented at the conference—biased towards my research interests.

NLP 52

NLP Natural Language Processing Computational Linguistics Neural Network 52

John Snow Labs

SEPTEMBER 26, 2023

Supriya Raman, VP of Data Science at JPMorgan, comments, “Using LLMs on domain-specific knowledge bases ensures that we can fine-tune them on data specific to our organization or domain, improving search accuracy, automating tagging, and even generating new content.

NLP 52

NLP Large Language Models LLM Data Scientist 52

Mlearning.ai

JULY 17, 2023

Lambos and I had a very extensive conversation about how biological needs influence intelligence, misconceptions about our brain’s biology that have led to worse ANN design, and how we can use the recent developments in neuroscience to improve neural networks. The left hemisphere is better at storing generalized and familiar information.

Neural Network 52

Neural Network Convolutional Neural Networks Machine Learning Data Scientist 52

Becoming Human

MAY 12, 2023

In what ways do we understand image annotations, the underlying technology behind AI and machine learning (ML), and its importance in developing accurate and adequate AI training data for machine learning models? It takes creativity, intuition, and problem-solving skills to develop artificial intelligence.

Machine Learning 81

Machine Learning Computer Vision Automation Artificial Intelligence 81

AWS Machine Learning Blog

NOVEMBER 30, 2023

To make the full cycle of developing FMs resilient to hardware failures, SageMaker HyperPod helps you create clusters, monitor cluster health, repair and replace faulty nodes on the fly, save frequent checkpoints, and automatically resume training without losing progress. His background is in machine learning research and development.

Auto-complete 106

Auto-complete Machine Learning Generative AI Software Engineer 106

Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. On the research side, he and his team have been developing programming frameworks such as Demonstrate-Search-Predict (DSP) that reliably connect an LLM to factual information and automatically improve the app’s performance over time.

Data Scientist 64

Data Scientist AI AI ML 64

Explosion

JANUARY 29, 2023

We’ve developed a new end-to-end neural coref component for spaCy , improved the speed of our CNN pipelines up to 60%, and published new pre-trained pipelines for Finnish, Korean, Swedish and Croatian. we started using logits during inference, which resulted in speedups of 27% when using a tagging + parsing pipeline. Happy reading!

NLP 59

NLP Explainability Python Data Scientist 59

Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. On the research side, he and his team have been developing programming frameworks such as Demonstrate-Search-Predict (DSP) that reliably connect an LLM to factual information and automatically improve the app’s performance over time.

Data Scientist 59

Data Scientist AI AI ML 59

Mlearning.ai

FEBRUARY 6, 2023

It is unknown if other companies’ models have these specific issues, but any model still under development will run into these roadblocks. Unfortunately, there are some problems with AI-detecting tools that more training and development cannot bridge. So what do we do?

Explainable AI 52

Explainable AI Explainability ChatGPT Chatbots 52

AWS Machine Learning Blog

DECEMBER 12, 2023

Deploy SageMaker foundation models SageMaker is a fully managed machine learning (ML) service for developers to quickly build and train ML models with ease. On the Set description tag page, choose Create access key. The service quota request may take a few hours to be approved, depending on the instance type availability. Choose Done.

LLM 93

LLM Large Language Models Generative AI Neural Network 93

Sebastian Ruder

NOVEMBER 14, 2022

Developing models that work for more languages is important in order to offset the existing language divide and to ensure that speakers of non-English languages are not left behind, among many other reasons. Models   New models developed in this area focus specifically on under-represented languages.

Natural Language Processing 52

Natural Language Processing NLP Computational Linguistics AI 52

AWS Machine Learning Blog

OCTOBER 17, 2023

In consideration of national health, China has been actively promoting the development of the dairy industry. In addition, the compound annual growth rate in the past 14 years has also reached 10 percent, showing rapid development. Within weeks, we developed an end-to-end solution for identifying lame cows.

Computer Vision 90

Computer Vision Algorithm AI AI 90

ODSC - Open Data Science

FEBRUARY 8, 2024

This is a recipe for developing a strategy for incorporating AI into products. Answering these questions allows data scientists to develop useful data products that start out simple and can be improved and made more complex over time until the long-term vision is achieved. How can we resolve those dependencies step-by-step?

AI Strategy 52

AI Strategy Data Scientist Data Science AI 52

AWS Machine Learning Blog

JANUARY 17, 2023

He focuses on developing scalable machine learning algorithms. He has published many papers in ACL, ICDM, KDD conferences, and Royal Statistical Society: Series A journal. /containers/huggingface_transformer_randomforest').resolve()), containers/huggingface_transformer_randomforest').resolve()),

Categorization 68

Categorization BERT Machine Learning Neural Network 68

AWS Machine Learning Blog

NOVEMBER 22, 2023

Use IAM roles to control access and enforce least privilege access – To manage user access to IDP services, you should create IAM roles for user access to services in the IDP application and attach the appropriate policies and tags to achieve least privilege access. He works with AWS Partners and support them in developing solutions in AWS.

IDP 78

IDP Machine Learning Natural Language Processing ML 78

AWS Machine Learning Blog

MAY 25, 2023

He focuses on developing scalable machine learning algorithms. He has published many papers in ACL, ICDM, KDD conferences, and Royal Statistical Society: Series A. Xin Huang is a Senior Applied Scientist for Amazon SageMaker JumpStart and Amazon SageMaker built-in algorithms.

LLM 74

LLM Data Ingestion Python ML 74

AWS Machine Learning Blog

FEBRUARY 29, 2024

Use the following pieces of information to provide a concise answer to the question enclosed in tags. Prior to joining AWS, Mark was an architect, developer, and technology leader for over 25 years, including 19 years in financial services. His expertise is in full stack application and machine learning development.

Machine Learning 106

Machine Learning Computer Vision Generative AI Explainability 106

ODSC - Open Data Science

FEBRUARY 14, 2023

For example, Seek AI , a developer of AI-powered intelligent data solutions, announced it has raised $7.5 Researchers are developing techniques to make LLM training more efficient. The database would need to offer a flexible and expressive data model, allowing developers to easily store and query complex data structures.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Bugra Akyildiz

MAY 12, 2024

DeepSpeed-FastGen is a system developed by Microsoft to revolutionize the deployment and serving of large language models (LLMs). Conferences Bay Area Robotics Symposium made the 2023 videos available in here. Loss Curve Analysis : Analyzing the training loss curve can potentially reveal patterns indicative of grokking.

Neural Network 59

Neural Network Large Language Models Python Machine Learning 59

AWS Machine Learning Blog

NOVEMBER 1, 2023

Text Generation Inference Text Generation Inference (TGI) is an open-source toolkit developed by Hugging Face for deploying LLMs as well as VLMs for inference. Alternatively, you can directly download the Dockerfile.gpu from GitHub developed by ahmetoner , which includes a pre-configured RESTful API. This model achieves a 91.3%

Auto-classification 87

Auto-classification LLM Auto-complete Generative AI 87

ODSC - Open Data Science

JANUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

Heartbeat

DECEMBER 13, 2023

Arena: Golden 1 Center Attendance: 715,491 (20th of 30) NBA 2023 Playoffs: Lost NBA Western Conference First Round (3-4) versus Golden State Warriors ( Series Stats) Pacific Div Champs. We’re committed to supporting and inspiring developers and engineers from all walks of life. Kings Franchise Index. Roster & Stats.

LLM 52

LLM Metadata Deep Learning Automation 52