Generative Data Intelligence

Tag: text generation

Will there be a genAI insurtech unicorn?

Funding for insurtech startups worldwide has gone through rapid changes, and another shift is underway, as insurance companies rush to take advantage of artificial...

Inference Llama 2 models with real-time response streaming using Amazon SageMaker | Amazon Web Services

With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency...

Create a document lake using large-scale text extraction from documents with Amazon Textract | Amazon Web Services

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage...

Generating value from enterprise data: Best practices for Text2SQL and generative AI | Amazon Web Services

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation,...

Microsoft debuts Copilot apps for mobile devices

First Look While many readers enjoyed holiday downtime, Microsoft was busy bringing its Copilot AI to Android and iOS. The software giant released Copilot apps...

Mixtral-8x7B is now available in Amazon SageMaker JumpStart | Amazon Web Services

Today, we are excited to announce that the Mixtral-8x7B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker...

Llama Guard is now available in Amazon SageMaker JumpStart | Amazon Web Services

Today we are excited to announce that the Llama Guard model is now available for customers using Amazon SageMaker JumpStart. Llama Guard provides input...

NeurIPS 2023: Key Takeaways From Invited Talks

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI...

Improve your Stable Diffusion prompts with Retrieval Augmented Generation | Amazon Web Services

Text-to-image generation is a rapidly growing field of artificial intelligence with applications in a variety of areas, such as media and entertainment, gaming, ecommerce...

Fine-tune Llama 2 using QLoRA and Deploy it on Amazon SageMaker with AWS Inferentia2 | Amazon Web Services

In this post, we showcase fine-tuning a Llama 2 model using a Parameter-Efficient Fine-Tuning (PEFT) method and deploy the fine-tuned model on AWS Inferentia2....

Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium | Amazon Web Services

Large language models (or LLMs) have become a topic of daily conversations. Their quick adoption is evident by the amount of time required to...

How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot | Amazon Web Services

This post is co-written with Stanislav Yeshchenko from Q4 Inc. Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A...

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