CODE - AI Dynamics

Spark Structured Streaming Features and Best Practices Discussion

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14 October 2023 18h55

#AskDatabricks is back on October 18! This time we’re diving into Spark Structured Streaming — feature updates, best practices, and more Join @MrSiWhiteley + Databricks PM Ray Zhu and bring your questions. https://
bit.ly/44NppBC

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14 October 2023

GPT-4 Self-Improving Code Through Recursive Scaffolding Programs

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@abacusai

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14 October 2023 17h00

The core idea begins with an initial seed 'improver' scaffolding program that utilizes the language model to improve a solution to some downstream task. They demonstrate that GPT-4 is capable of writing code that can call itself to improve itself. /15

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14 October 2023

INDEX and MATCH Functions for Advanced Data Lookup

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@avikumart_

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14 October 2023 16h30

9. INDEX and MATCH: INDEX and MATCH can be used together to look up a value in a table and return a value from another column based on a match. This is a more powerful alternative to VLOOKUP and HLOOKUP in some cases.

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14 October 2023

HLOOKUP Function: Horizontal Data Search in Spreadsheets

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@avikumart_

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14 October 2023 16h30

6. HLOOKUP: Similar to VLOOKUP, HLOOKUP searches for a value in a table but searches horizontally instead of vertically.

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14 October 2023

VLOOKUP: Dynamic Data Lookup and Reporting Automation

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@avikumart_

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14 October 2023 16h30

5. VLOOKUP: VLOOKUP is used to search for a value in a table and return a corresponding value from another column. It's helpful for creating dynamic reports.

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14 October 2023

Copy Suppression: Understanding Attention Head Mechanisms

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@montreal_ai

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14 October 2023 4h40

Copy Suppression: Comprehensively Understanding an Attention Head McDougall et al.: https://
arxiv.org/abs/2310.04625 #Artificialintelligence #DeepLearning #MachineLearning

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14 October 2023

Understanding Wave Quantization Effect in AI Systems

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@jeremyphoward

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14 October 2023 3h49

Sorry what's the wave quantization effect?

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14 October 2023

FP8 Training: Understanding Gradient and Weight Data Types

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@jeremyphoward

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14 October 2023 3h46

Why does it matter for fp8? Are grads and weights different data types in that case? (Sorry if it's a dumb question – I've never done any fp8 training)

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14 October 2023