The fact that we're able to do everything as part of the TF graph is really nice — Python slowness is never an issue. There's no need for us to rewrite anything in, like, Cython or Rust.
TOOLS
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Keras Preprocessing Layers: High-Performance In-Graph Implementation
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All the work is done in Keras preprocessing layers, which are implemented in TF ops (everything is 100% in-graph!) so it's highly performant. During training (presumably on GPU/TPU) you'd use async preprocessing in TF data to avoid CPU preprocessing being a bottleneck.
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AI Generates Book Synopses: Try Our New Creative Tool
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Earlier this week, the world celebrated International Book Lovers Day. So this week's preset is all about books. Enter a book name (make something up!) and our AI model will generate a synopsis. Try it out yourself in our Playground – https://t.co/30GOP00ZU1 pic.twitter.com/syk61GjCx1
— Cohere (@cohere) 11 novembre 2022Earlier this week, the world celebrated International Book Lovers Day. So this week's preset is all about books. Enter a book name (make something up!) and our AI model will generate a synopsis. Try it out yourself in our Playground – https://
hubs.li/Q01s6X8t0 -
Dream Booth Can Transform Anyone Into Eminem
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If we use dream booth, we can make you into an Eminem too 🙂
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Building Machine Learning Systems: Complete Components Overview
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Building machine learning systems is hard. Some of the components you need: 1. Data sources
2. Data pipelines
3. Feature stores
4. Model training
5. Model evaluation
6. Model deployment
7. Model monitoring
8. Predictions API At @abacusai we help you with this! -
LangChain 0.0.12 Release with AI21Labs and Manifest Integrations
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LangChain version 0.0.12 Two super exciting integrations! @AI21Labs integration (from a friend of @YuvalinTheDeep
) Integration with @HazyResearch
's manifest library (with help from @laurel_orr1
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Mastodon Extension Simplifies Federation Management
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I asked around on Mastodon and it turns out there's an extension that does exactly what I was imagining here already! https://
github.com/rugk/mastodon-
simplified-federation
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Browser Extensions as Technical Solution for AI Enhancement
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The only technical way I can think of improving this is through browser extensions you'd have to install – but that might actually end up being a reasonable path now that everything is growing so quickly
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SAS Viya Now Available on Azure Marketplace with Pay-Per-Hour Pricing
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As shared by @TechTarget
: "on the Azure Marketplace, potential customers as small as a single end user can now buy and download Viya with a click and pay 55 cents per hour on virtual CPU clusters." @antgrasso partnership with @SASsoftware #SASVisionary -
Databricks SQL Analyzes Pet Costume Data from Chewy
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Is there anything cuter than a pet in a costume? With the power of #DatabricksSQL, we analyzed costume data from Chewy to learn things like: What are the Halloween pet costumes? What can we uncover about customer sentiment? Take a look https://
dbricks.co/3tn1uZs