Mistral-NeMo-Instruct-2407 and Mistral-NeMo-Base-2407 are now available on SageMaker JumpStart

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Today, we are excited to announce that Mistral-NeMo-Base-2407 and Mistral-NeMo-Instruct-2407—twelve billion parameter large language models from Mistral AI that excel at text generation—are available for customers through Amazon SageMaker JumpStart... You can try these models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models that can be depl...

Efficient satellite imagery supply with AWS Serverless at BASF Digital Farming GmbH

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The subscription management components handle subscription creation, updates, and deletions, while the actual data downloading and processing occurs in AWS Step Functions... An AWS Lambda API function manages subscriptions... Subscriptions contain geometry, data provider, as well as start and end date and other parameters, which are stored in the subscription database (Step 7) before a message ...

Research Review | 6 December 2024 | Index and Passive Investing

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These effects are sufficiently strong to cause the aggregate market to rise even when flows are entirely due to investors switching from active to passive... Primarily due to this spillover mechanism, we find that when index investors are mostly extrapolators, all consistent with empirical evidence, index stocks have higher and more volatile prices, comove more with other index stocks, exhibit st...

Macro Briefing: 6 December 2024

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“Critical mineral security is now intrinsically linked to the escalating tech trade war,” Gracelin Baskaran and Meredith Schwartz of the Center for Strategic International Studies wrote in a report on Beijing’s decision... The US The US trade deficit narrowed sharply in October, due to a decline in imports by the most since late-2022... The shift suggests that trade may be a positive factor...

Advancing AI trust with new responsible AI tools, capabilities, and resources

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Taking proactive steps to manage AI risks and foster trust and interoperability AWS is the first major cloud service provider to announce ISO/IEC 42001 accredited certification for AI services, covering Amazon Bedrock, Amazon Q Business, Amazon Textract, and Amazon Transcribe... Expanding safeguards in Amazon Bedrock Guardrails to improve transparency and safety In April 2024, we announced ...

Deploy RAG applications on Amazon SageMaker JumpStart using FAISS

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Expand the Git repositories section and for Git repository URL, enter https://github...request import urlretrieve urls = [ 'https://d18rn0p25nwr6d...pdf', 'https://d18rn0p25nwr6d...pdf', 'https://d18rn0p25nwr6d...pdf', 'https://d18rn0p25nwr6d... This transformation is significantly enhanced by Retrieval Augmented Generation (RAG), which is a generative AI pattern where the large langu...

Speed up your cluster procurement time with Amazon SageMaker HyperPod training plans

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These organizations are engaging in both pre-training and fine-tuning massive LLMs, with parameter counts in the billions... In this post, we demonstrate how you can address this requirement by using Amazon SageMaker HyperPod training plans, which can bring down your training cluster procurement wait time... A training plan provides simple and predictable access to accelerated compute resources ...