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

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs.

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Python OpenAI Software Development Software Engineer 328

Mlearning.ai

JULY 3, 2023

Life however decided to take me down a different path (partly thanks to Fujifilm discontinuing various films ), although I have never quite completely forgotten about glamour photography. Stable Diffusion — Generative AI for Paupers, Misers and Cheapskates Many state-of-the-art generative AI models are not open source or free to use.

Generative AI 52

Generative AI Auto-complete Auto-classification AI 52

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

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 96

AWS Machine Learning Blog

MAY 17, 2023

AWS delivers services that meet customers’ artificial intelligence (AI) and machine learning (ML) needs with services ranging from custom hardware like AWS Trainium and AWS Inferentia to generative AI foundation models (FMs) on Amazon Bedrock. Download the generated text file to view the transcription.

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Large Language Models Auto-complete Generative AI ML 68

Snorkel AI

JUNE 7, 2023

Snorkel AI hosted the first day of the two-day The Future of Data-Centric AI virtual conference today, featuring Matei Zaharia, the creator of Spark, DJ Patil, the first U.S. The output of generative models defies simple comparisons to test sets. You probably need an AI to glue them all together, to be honest,” Mostaque said.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

Snorkel AI hosted the first day of the two-day The Future of Data-Centric AI virtual conference today, featuring Matei Zaharia, the creator of Spark, DJ Patil, the first U.S. The output of generative models defies simple comparisons to test sets. You probably need an AI to glue them all together, to be honest,” Mostaque said.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

AWS Machine Learning Blog

FEBRUARY 19, 2024

Amazon Bedrock provides a broad range of high-performing foundation models from Amazon and other leading AI companies, including Anthropic , AI21 , Meta , Cohere , and Stability AI , and covers a wide range of use cases, including text and image generation, searching, chat, reasoning and acting agents, and more.

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Auto-complete Python Computer Vision Generative AI 93

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 93

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 101

Python Machine Learning Auto-complete Generative AI 101

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.

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Data Scientist Generative AI ML Machine Learning 84

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 87

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.

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Prompt Engineer Prompt Engineering Deep Learning Large Language Models 75

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Others, toward language completion and further downstream tasks.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Others, toward language completion and further downstream tasks.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

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 76

ML Auto-classification Python Auto-complete 76

Topbots

JUNE 29, 2023

The article is structured according to the following “mental model” of the main elements to consider when planning and building an AI feature: Figure 2: Mental model of an AI feature Let’s start with the end in mind and recap the value — why you would build a Text2SQL feature into your data or analytics product.

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