Excited to find @Tim_Roughgarden
's Algorithms Illuminated in my mailbox! Took a quick look and seems like an excellent book for learning from (as opposed to a reference manual…). I like the intuitions, exercises, and conversational style. Will try it next time I'm teaching!
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Tim Roughgarden’s Algorithms Illuminated Book Review
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Transformer Residual Stream Dimension Analysis and Privileged Basis Discovery
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Recent work has observed that some dimensions in the Transformer residual stream consistently have values that are 20x larger than others. Today we're releasing a short technical note exploring this phenomenon and trying to identify the cause. https://
transformer-circuits.pub/2023/privilege
d-basis/index.html
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K-Means vs K-Means++: Centroid Initialization Differences
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The drawback of k means is how it initializes the centroid compared to the initialization of K means++
The difference is Perfectly explained in this thread Akshay. Great work -
Modern Tech Stack: Airtable, Softr, Flask, Zapier, OpenAI
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It's weird Database: @Airtable User Auth and simple UI: @softr_io Back-end/framework: Python Flask
Email extraction: @Zapier AI: @OpenAI -
Conversational Chat Interface for Sensitive Data Editing
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It's full of sensitive data, but enough people asked so here's how what it looked like. (Obviously redacted) Was easy to make edits via conversational chat, add more notes, etc.
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Flan Fine-tuning Hyperparameters Same as Flan-T5
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for flan finetuning? the hparams are same as flan-t5 https://
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Jupyter Notebooks to Production: Machine Learning Deployment Course
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Jupyter Notebooks to Production! Building machine learning models is a challenge but taking them to production is even harder and an important skill to master. Here is a great course from Santiago that helps you learn exactly that. Check this out: http://
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Recommended websites for getting started with machine learning
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There are many good websites like madewithml to get started.
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Solo Technical Founders Building AI Cofounders
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Alright technical solo founders – it’s time to build yourself a cofounder. https://
x.com/ruima/status/1
/ruima/status/1636042033956786177
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Lessons From Deploying Deep Learning To Production
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Lessons From Deploying #DeepLearning To Production
by @pgaooo @gradientpub Go to: https://
buff.ly/3MijbB4 #Automation #AI #BigData #MachineLearning #ArtificialIntelligence #ML #MI #DataScience cc: @ravikikan @kuriharan @karpathy