The structure of Ghostbuster, our new state-of-the-art method for detecting AI-generated text. Large language models like ChatGPT write impressively well—so …
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Ghostbuster: Detecting Text Ghostwritten by Large Language Models
Boosting developer productivity: How Deloitte uses Amazon SageMaker Canvas for no-code/low-code machine learning
The ability to quickly build and deploy machine learning (ML) models is becoming increasingly important in today’s data-driven world. However, …
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How Getir reduced model training durations by 90% with Amazon SageMaker and AWS Batch
This is a guest post co-authored by Nafi Ahmet Turgut, Hasan Burak Yel, and Damla Şentürk from Getir. Established in …
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Foundational data protection for enterprise LLM acceleration with Protopia AI
This post is written in collaboration with Balaji Chandrasekaran, Jennifer Cwagenberg and Andrew Sansom and Eiman Ebrahimi from Protopia AI. …
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Use custom metadata created by Amazon Comprehend to intelligently process insurance claims using Amazon Kendra
Structured data, defined as data following a fixed pattern such as information stored in columns within databases, and unstructured data, …
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Enable faster training with Amazon SageMaker data parallel library
Large language model (LLM) training has become increasingly popular over the last year with the release of several publicly available …
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How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot
This post is co-written with Stanislav Yeshchenko from Q4 Inc. Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream …
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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock
Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the …
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Techniques for automatic summarization of documents using language models
Summarization is the technique of condensing sizable information into a compact and meaningful form, and stands as a cornerstone of …
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Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database & Llama-2 from Amazon SageMaker JumpStart
Despite the seemingly unstoppable adoption of LLMs across industries, they are one component of a broader technology ecosystem that is …
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