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Home > Data Brew by Databricks > Mixed Attention & LLM Context | Data Brew | Episode 35
Podcast: Data Brew by Databricks
Episode:

Mixed Attention & LLM Context | Data Brew | Episode 35
Category: Technology
Duration: 00:39:11
Publish Date: 2024-11-21 20:00:00
Description:

In this episode, Shashank Rajput, Research Scientist at Mosaic and Databricks, explores innovative approaches in large language models (LLMs), with a focus on Retrieval Augmented Generation (RAG) and its impact on improving efficiency and reducing operational costs.

Highlights include:
- How RAG enhances LLM accuracy by incorporating relevant external documents.
- The evolution of attention mechanisms, including mixed attention strategies.
- Practical applications of Mamba architectures and their trade-offs with traditional transformers.
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