Snorkel AI

JUNE 7, 2023

The session highlighted the “last mile” problem in AI applications and emphasized the importance of data-centric approaches in achieving production-level accuracy. The output of generative models defies simple comparisons to test sets. We are, in our view, in a bit of a hype cycle,” he said.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

The session highlighted the “last mile” problem in AI applications and emphasized the importance of data-centric approaches in achieving production-level accuracy. The output of generative models defies simple comparisons to test sets. We are, in our view, in a bit of a hype cycle,” he said.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Unite.AI

AUGUST 30, 2023

When comparing ChatGPT with Autonomous AI agents such as Auto-GPT and GPT-Engineer, a significant difference emerges in the decision-making process. Generative AI models like transformers are the State-of-the-Art core technology, driving these autonomous AI agents.

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Auto-complete OpenAI Python AI 162

AWS Machine Learning Blog

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI 89

Generative AI LLM Prompt Engineer Prompt Engineering 89

Unite.AI

SEPTEMBER 11, 2023

Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs. In simple terms, it's as if you've turned a highly coordinated team of software engineers into an adaptable, intelligent software system.

Python 328

Python OpenAI Software Development Software Engineer 328

Unite.AI

JUNE 15, 2023

Forethought, the AI and Machine Learning platform for the enterprise, began with its focus on customer support. The company’s AI can learn from internal documents, email, chat and even old support tickets to automatically resolve auto-route tickets correctly, and quickly surface the most relevant institutional knowledge.

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Large Language Models Generative AI Chatbots Auto-complete 246

AWS Machine Learning Blog

DECEMBER 5, 2023

The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. When this is complete, the document can be routed to the appropriate department or downstream process. The following diagram outlines the proposed solution architecture. append(e["Text"].upper())

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Metadata Auto-classification Auto-complete Content Enrichment 98

AWS Machine Learning Blog

FEBRUARY 19, 2024

Mask prompt – A mask prompt is a natural language text description of the elements you want to affect, that uses an in-house text-to-segmentation model. For more information, refer to Prompt Engineering Guidelines. To remove an element, omit the text parameter completely. Parse and decode the response.

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Auto-complete Python Computer Vision Generative AI 98

AWS Machine Learning Blog

APRIL 16, 2024

To learn more about SageMaker Studio JupyterLab Spaces, refer to Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools. To store information in Secrets Manager, complete the following steps: On the Secrets Manager console, choose Store a new secret.

Data Scientist 89

Data Scientist Generative AI ML Machine Learning 89

AWS Machine Learning Blog

SEPTEMBER 14, 2023

Today, generative AI models cover a variety of tasks from text summarization, Q&A, and image and video generation. To improve the quality of output, approaches like n-short learning, Prompt engineering, Retrieval Augmented Generation (RAG) and fine tuning are used.

Python 106

Python Machine Learning Auto-complete Generative AI 106

AWS Machine Learning Blog

APRIL 20, 2023

A complete example is available in our GitHub notebook. To run the Inference Recommender job, complete the following steps: Create a SageMaker model by specifying the framework, version, and image scope: model = Model( model_data=model_url, role=role, image_uri = sagemaker.image_uris.retrieve(framework="xgboost", region=region, version="1.5-1",

ML 79

ML Auto-classification Python Auto-complete 79

Snorkel AI

MARCH 2, 2023

I am Ali Arsanjani, and I lead partner engineering for Google Cloud, specializing in the area of AI-ML, and I’m very happy to be here today with everyone. Others, toward language completion and further downstream tasks. In retail: generating product descriptions and recommendations and customer churn and these types of things.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

I am Ali Arsanjani, and I lead partner engineering for Google Cloud, specializing in the area of AI-ML, and I’m very happy to be here today with everyone. Others, toward language completion and further downstream tasks. In retail: generating product descriptions and recommendations and customer churn and these types of things.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

AWS Machine Learning Blog

APRIL 17, 2023

Sparked by the release of large AI models like AlexaTM , GPT , OpenChatKit , BLOOM , GPT-J , GPT-NeoX , FLAN-T5 , OPT , Stable Diffusion , and ControlNet , the popularity of generative AI has seen a recent boom. For more information, refer to EMNLP: Prompt engineering is the new feature engineering.

Prompt Engineer 78

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 78

Unite.AI

SEPTEMBER 4, 2023

Developed by Meta with its partnership with Microsoft, this open-source large language model aims to redefine the realms of generative AI and natural language understanding. One that stresses an open-source approach as the backbone of AI development, particularly in the generative AI space.

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ChatGPT Auto-complete Large Language Models LLM 290

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Solution overview The proposed VLP solution integrates a suite of state-of-the-art generative AI modules to yield accurate multimodal outputs.

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Auto-classification LLM Auto-complete Generative AI 91

AWS Machine Learning Blog

MARCH 19, 2024

Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can notably enhance their performance. One way to implement a zero-shot CoT is via prompt augmentation with the instruction to “think step by step.”

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Auto-complete NLP Prompt Engineer Prompt Engineering 102

Topbots

JUNE 29, 2023

On a more advanced stance, everyone who has done SQL query optimisation will know that many roads lead to the same result, and semantically equivalent queries might have completely different syntax. 3] provides a more complete survey of Text2SQL data augmentation techniques. different variants of semantic parsing.

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Auto-complete Algorithm Data Scientist Auto-classification 52