PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium
TutoSartup excerpt from this article:
Training large language models (LLMs) models has become a significant expense for businesses... For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data... However, companies are discovering that performing full fine tuning for these models with their data isn’t cost effective... In this blog post, we showcase how you can perform efficient supe...
Training large language models (LLMs) models has become a significant expense for businesses... For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data... However, companies are discovering that performing full fine tuning for these models with their data isn’t cost effective... In this blog post, we showcase how you can perform efficient supe...
Holiday Hiatus 2024…
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Posting will be light to mostly non-existent for the rest of the year. The Capital Spectator will return to the usual routine on Jan. 2. Best wishes to all our readers. Cheers......
Posting will be light to mostly non-existent for the rest of the year. The Capital Spectator will return to the usual routine on Jan. 2. Best wishes to all our readers. Cheers......
Using transcription confidence scores to improve slot filling in Amazon Lex
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This is where transcription confidence scores come in to help ensure reliable slot filling... What Are Transcription Confidence Scores? Transcription confidence scores indicate how confident Amazon Lex is in converting speech to text for slot values... For each spoken slot value, Lex provides a confidence score that you can use to: Validate if a spoken slot value was correctly understood ...
This is where transcription confidence scores come in to help ensure reliable slot filling... What Are Transcription Confidence Scores? Transcription confidence scores indicate how confident Amazon Lex is in converting speech to text for slot values... For each spoken slot value, Lex provides a confidence score that you can use to: Validate if a spoken slot value was correctly understood ...
Improving Retrieval Augmented Generation accuracy with GraphRAG
TutoSartup excerpt from this article:
When even greater precision and contextual fidelity are required, the solution evolves to graph-enhanced RAG (GraphRAG), where graph structures provide enhanced reasoning and relationship modeling capabilities... Lettria, an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods... This...
When even greater precision and contextual fidelity are required, the solution evolves to graph-enhanced RAG (GraphRAG), where graph structures provide enhanced reasoning and relationship modeling capabilities... Lettria, an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods... This...
US Stocks Set To Top Asset Class Returns For 2024
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American shares are poised for another year of leading global markets by a hefty margin, based on a set of ETFs through Friday’s close (Dec...com) that holds all the major asset classes (except cash) in market-value weights via ETFs and represents a competitive benchmark for multi-asset-class portfolios... Unsurprisingly, warnings that the US stock market is a bubble are widespread, in part beca...
American shares are poised for another year of leading global markets by a hefty margin, based on a set of ETFs through Friday’s close (Dec...com) that holds all the major asset classes (except cash) in market-value weights via ETFs and represents a competitive benchmark for multi-asset-class portfolios... Unsurprisingly, warnings that the US stock market is a bubble are widespread, in part beca...
Macro Briefing: 23 December 2024
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“The economy continues to grow from strong consumer demand as income growth and the wealth effect from higher portfolio values give consumers capacity to spend,” says Jeffrey Roach, chief economist at LPL Financial... Key US inflation measure holds steady in November, rising 2... the year-ago level, based on the PCE price index, the Fed’s preferred inflation gauge... Both metrics continue t...
“The economy continues to grow from strong consumer demand as income growth and the wealth effect from higher portfolio values give consumers capacity to spend,” says Jeffrey Roach, chief economist at LPL Financial... Key US inflation measure holds steady in November, rising 2... the year-ago level, based on the PCE price index, the Fed’s preferred inflation gauge... Both metrics continue t...
Book Bits: 21 December 2024
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By purchasing books through this site, you provide support for The Capital Spectator’s free content... Press) The power to create money is foundational to the state... In Our Money, Leah Downey makes a principled case against central bank independence (CBI) by both challenging the economic theory behind it and developing a democratic rationale for sustaining the power of the legislature to dete...
By purchasing books through this site, you provide support for The Capital Spectator’s free content... Press) The power to create money is foundational to the state... In Our Money, Leah Downey makes a principled case against central bank independence (CBI) by both challenging the economic theory behind it and developing a democratic rationale for sustaining the power of the legislature to dete...