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Are long context windows the end of RAG?

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Manage episode 410126509 series 1123725
Innhold levert av Stack Overflow and The Stack Overflow Podcast. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Stack Overflow and The Stack Overflow Podcast eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

DBRX, an open, general-purpose LLM created by Databricks, reportedly outperforms GPT-3.5 and is competitive with Gemini 1.0 Pro.

Recent research found that large, complex LLMs use a simple mechanism to retrieve stored knowledge in response to a user prompt. These mechanisms can help researchers reveal what the model knows and potentially even correct false information it has stored.

FTX co-founder Sam Bankman-Fried, whose downfall began in late 2022, was sentenced last week to 25 years in prison for conspiracy and fraud.

Find Michael on LinkedIn.

Find Cassidy on her website.

Stack Overflow user Bucket received a well-deserved Lifeboat badge for rescuing How to calculate decimal(x, y) max value in SQL Server from an ocean of ignorance.

Chapters (please note that these timestamps may not be exact):

00:00 Introduction and White Paper Discussion

02:01 Long Context Windows and Retrieval Augmented Generation

05:56 Models' Ability to Recall Relevant Information

07:18 Models' Creativity and Thinking Outside the Box

09:41 Advantages and Limitations of Models' Knowledge

15:09 Databricks' Open Language Model

22:25 Sam Bankman-Fried’s Sentence and the Effects on Crypto/Blockchain

31:28 Closing Remarks and Lifeboat Badge

  continue reading

702 episoder

Artwork
iconDel
 
Manage episode 410126509 series 1123725
Innhold levert av Stack Overflow and The Stack Overflow Podcast. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Stack Overflow and The Stack Overflow Podcast eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

DBRX, an open, general-purpose LLM created by Databricks, reportedly outperforms GPT-3.5 and is competitive with Gemini 1.0 Pro.

Recent research found that large, complex LLMs use a simple mechanism to retrieve stored knowledge in response to a user prompt. These mechanisms can help researchers reveal what the model knows and potentially even correct false information it has stored.

FTX co-founder Sam Bankman-Fried, whose downfall began in late 2022, was sentenced last week to 25 years in prison for conspiracy and fraud.

Find Michael on LinkedIn.

Find Cassidy on her website.

Stack Overflow user Bucket received a well-deserved Lifeboat badge for rescuing How to calculate decimal(x, y) max value in SQL Server from an ocean of ignorance.

Chapters (please note that these timestamps may not be exact):

00:00 Introduction and White Paper Discussion

02:01 Long Context Windows and Retrieval Augmented Generation

05:56 Models' Ability to Recall Relevant Information

07:18 Models' Creativity and Thinking Outside the Box

09:41 Advantages and Limitations of Models' Knowledge

15:09 Databricks' Open Language Model

22:25 Sam Bankman-Fried’s Sentence and the Effects on Crypto/Blockchain

31:28 Closing Remarks and Lifeboat Badge

  continue reading

702 episoder

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