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.

Auto-complete 98

Auto-complete Python Computer Vision Generative AI 98

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 16, 2024

To store information in Secrets Manager, complete the following steps: On the Secrets Manager console, choose Store a new secret. Complete the following steps: On the Secrets Manager console, choose Store a new secret. Always make sure that sensitive data is handled securely to avoid potential security risks.

Data Scientist 89

Data Scientist Generative AI ML Machine Learning 89

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. Then comes prompt engineering. Prompt engineering cannot be thought of as a very simple matter.

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. Then comes prompt engineering. Prompt engineering cannot be thought of as a very simple matter.

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. This improves model loading time and reduces CPU, GPU, and accelerator memory consumption.

Prompt Engineer 78

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 78

The MLOps Blog

JUNE 27, 2023

W&B (Weights & Biases) W&B is a machine learning platform for your data science teams to track experiments, version and iterate on datasets, evaluate model performance, reproduce models, visualize results, spot regressions, and share findings with colleagues. Is it fast and reliable enough for your workflow?

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

Unite.AI

SEPTEMBER 4, 2023

Technical Deep Dive of Llama 2 For training the Llama 2 model; like its predecessors, it uses an auto-regressive transformer architecture , pre-trained on an extensive corpus of self-supervised data. Much like LLaMa 2, InstructGPT also leverages these advanced training techniques to optimize its model's performance.

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ChatGPT Auto-complete Large Language Models LLM 290

AWS Machine Learning Blog

NOVEMBER 1, 2023

Courtesy of NOMIC for OBELICS, HuggingFaceM4 for IDEFICS, Charles Bensimon for Gradio and Amazon Polly for TTS In this post, we explore the technical nuances of VLP prototyping using Amazon SageMaker JumpStart in conjunction with contemporary generative AI models. Implement an agent tree of thoughts model into the reasoning pipeline.

Auto-classification 91

Auto-classification LLM Auto-complete Generative AI 91