Fine-tune large language models with reinforcement learning from human or AI feedback
TutoSartup excerpt from this article:
Large language models (LLMs) can be used to perform natural language processing (NLP) tasks ranging from simple dialogues and information retrieval tasks, to more complex reasoning tasks such as summarization and decision-making... In other words, these models are not aligned with their users... Instead of fine-tuning an LLM using only supervision and demonstration data, you can collect feedback ...
Large language models (LLMs) can be used to perform natural language processing (NLP) tasks ranging from simple dialogues and information retrieval tasks, to more complex reasoning tasks such as summarization and decision-making... In other words, these models are not aligned with their users... Instead of fine-tuning an LLM using only supervision and demonstration data, you can collect feedback ...
How Lumi streamlines loan approvals with Amazon SageMaker AI
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These classified transactions then serve as critical inputs for downstream credit risk AI models, enabling more accurate assessments of a business’s creditworthiness... To achieve this, Lumi developed a classification model based on BERT (Bidirectional Encoder Representations from Transformers), a state-of-the-art natural language processing (NLP) technique... They fine-tuned this model using t...
These classified transactions then serve as critical inputs for downstream credit risk AI models, enabling more accurate assessments of a business’s creditworthiness... To achieve this, Lumi developed a classification model based on BERT (Bidirectional Encoder Representations from Transformers), a state-of-the-art natural language processing (NLP) technique... They fine-tuned this model using t...
US Services Sector, An Exporting Powerhouse, At Risk In Trade War
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The US is the world’s leading exporter of services to the global economy... The services sector is also the dominant source of economic activity in America...A key risk for the American services sector is that raising tariffs virtually ensures that international trade will decline... But what’s often overlooked is that the US runs a hefty trade surplus for services, a sector that’s far...
The US is the world’s leading exporter of services to the global economy... The services sector is also the dominant source of economic activity in America...A key risk for the American services sector is that raising tariffs virtually ensures that international trade will decline... But what’s often overlooked is that the US runs a hefty trade surplus for services, a sector that’s far...
Macro Briefing: 4 April 2025
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US services sector growth slowed in March, downshifting to the weakest pace since June 2024...The US bond market rallied yesterday amid rising fears that a global trade war is unfolding... The Vanguard Total Bond Market ETF (BND), a proxy for US government bonds and investment-grade credits, rallied to its highest level since September, fueled by a rush for safe havens amid a stock market rout on...
US services sector growth slowed in March, downshifting to the weakest pace since June 2024...The US bond market rallied yesterday amid rising fears that a global trade war is unfolding... The Vanguard Total Bond Market ETF (BND), a proxy for US government bonds and investment-grade credits, rallied to its highest level since September, fueled by a rush for safe havens amid a stock market rout on...
Announcing the Well-Architected Data Residency with Hybrid Cloud Services Lens
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As organizations increasingly take advantage of the benefits of hybrid cloud architectures, they are often faced with the challenge of balancing data residency requirements with the flexibility of the cloud... What’s in the Well-Architected Data Residency with Hybrid Cloud Services Lens? The DRHC Lens identifies a set of key design principles to help you in the development and deployment of We...
As organizations increasingly take advantage of the benefits of hybrid cloud architectures, they are often faced with the challenge of balancing data residency requirements with the flexibility of the cloud... What’s in the Well-Architected Data Residency with Hybrid Cloud Services Lens? The DRHC Lens identifies a set of key design principles to help you in the development and deployment of We...
Enhancing healthcare productivity and security with Windows Cloud solutions
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Organizations seeking VDI solutions can turn to Azure Virtual Desktop to help manage and maintain their IT needs... Get started with Azure Virtual DesktopFor healthcare organizations looking for simplicity and to move beyond traditional VDI, Windows 365 is a cloud-based service that organizations can use to create Cloud PCs for your employees, contractors, or other users... As hea...
Organizations seeking VDI solutions can turn to Azure Virtual Desktop to help manage and maintain their IT needs... Get started with Azure Virtual DesktopFor healthcare organizations looking for simplicity and to move beyond traditional VDI, Windows 365 is a cloud-based service that organizations can use to create Cloud PCs for your employees, contractors, or other users... As hea...
How AWS Sales uses generative AI to streamline account planning
TutoSartup excerpt from this article:
These documents are internally called account plans (APs)... In 2024, this activity took an account manager (AM) up to 40 hours per customer... To help improve this process, in October 2024 we launched an AI-powered account planning draft assistant for our sales teams, building on the success of Field Advisor, an internal sales assistant tool... In this post, we showcase how the AWS Sales produc...
These documents are internally called account plans (APs)... In 2024, this activity took an account manager (AM) up to 40 hours per customer... To help improve this process, in October 2024 we launched an AI-powered account planning draft assistant for our sales teams, building on the success of Field Advisor, an internal sales assistant tool... In this post, we showcase how the AWS Sales produc...