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Retrieval augmented generation (RAG): a conversation with its creator

Snorkel AI

DK: I always tell people (and it probably doesn’t feel this way) but it’s still very early days. DK: Absolutely. DK: Absolutely, I think that’s a perfect metaphor. DK: That’s exactly it. DK: But that’s also a good sign, right? In your paper, you did both fine tuning and RAG , together.

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Multi-Query Attention Explained

Towards AI

This means that all the Q heads share the same set of K and V heads, hence the name Multi-Query, as shown in Figure 2: Figure 2 The code of the decoding process for MQA is essentially the same as the code for MHA, except that the letter “h” representing the dimension of the heads is removed from the tf.einsum equation for K, V, P_k and P_v: def MQAForDecoder(x, (..)

AI 111
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Recommend and dynamically filter items based on user context in Amazon Personalize

AWS Machine Learning Blog

In the following code, a known user who loves comedy based on past interactions and is accessing from a phone device is presented with shorter sitcoms: Recommendations for user: 460 ITEM_ID GENRE ALLOWED_COUNTRIES 380 Comedy RU|GR|LT|NO|SZ|VN 540 Sitcom US|PK|NI|JM|IN|DK 860 Comedy RU|GR|LT|NO|SZ|VN 600 Comedy US|PK|NI|JM|IN|DK 580 Comedy US|FI|CN|ES|HK|AE (..)

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Use the Amazon SageMaker and Salesforce Data Cloud integration to power your Salesforce apps with AI/ML

AWS Machine Learning Blog

Dharmendra Kumar Rai (DK Rai) is a Sr. DK has many years of experience in building data-intensive solutions across a range of industry verticals, including high-tech, FinTech, insurance, and consumer-facing applications. She is an advocate for diversity and inclusion in the technology field.

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