10-Year US Treasury Yield ‘Fair Value’ Estimate: 13 February 2025

TutoSartup excerpt from this article:
Yesterday’s hotter-than-expected inflation data for last month suggests that the market premium will remain elevated for longer than recently expected... Firmer inflation expectations are the likely to key factor... As noted in last month’s update, so-called sticky inflation risk has recently reversed the downward trend in the 10-year yield’s market premium... Yesterday’s news of an accel...

Macro Briefing: 13 February 2025

TutoSartup excerpt from this article:
US headline consumer inflation continued to accelerate, rising 3... “The long national nightmare of inflation isn’t over yet for consumers, businesses, and investors,” writes Chris Rupkey, chief economist at FwdBonds, in a research note on Wednesday...” Josh Jamner, investment strategy analyst at ClearBridge Investments, notes: “The ‘wait and see’ Fed is going to be waiting longer th...

The importance of encryption and how AWS can help

TutoSartup excerpt from this article:
How and why does encryption work? Encryption works by using an algorithm with a key to convert data into unreadable data (ciphertext) that can only become readable again with the right key... For example, a simple phrase like “Hello World!” may look like “1c28df2b595b4e30b7b07500963dc7c” when encrypted... There are several different types of encryption algorithms, all using different ty...

Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock

TutoSartup excerpt from this article:
Many use cases involve using pre-trained large language models (LLMs) through approaches like Retrieval Augmented Generation (RAG)... However, for advanced, domain-specific tasks or those requiring specific formats, model customization techniques such as fine-tuning are sometimes necessary... Amazon Bedrock provides you with the ability to customize leading foundation models (FMs) such as Anthrop...

Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI

TutoSartup excerpt from this article:
Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text... Medusa-1 achieves an inference speedup of around two times without sacrificing model quality, with the exact improvement varying based on model size and data used... Generating K tokens necessitates K sequential executions of the model... This ...

LLM-as-a-judge on Amazon Bedrock Model Evaluation

TutoSartup excerpt from this article:
The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology... The introduction of an LLM-as-a-judge framework represents a significant step forward in simplifying and streamlining the model evaluation process... This approach allows organizations to...

Azure for mission-critical workloads in healthcare: EHR and beyond

TutoSartup excerpt from this article:
In today’s rapidly evolving healthcare landscape, digital transformation is no longer a luxury but a necessity... One of the most critical components of this transformation is the electronic health record (EHR) system, which plays a pivotal role in healthcare operations and care delivery... Epic® on Azure Get started >...