Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training paper page: https://
huggingface.co/papers/2306.08
055
… Hyperparameter tuning of deep learning models can lead to order-of-magnitude performance gains for the same amount of compute. Despite this, systematic tuning is
DATA
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Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training
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Custom LLMs Essential for Specialized Domain Applications
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If you want to develop/use a generalist chatbot, I totally agree. But there are countless problems where a custom LLM makes 100% sense. From spam classification to working with financial, law or medical data to protein sequence modeling.
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Intellectual Property Theft in AI: Witnessing Unaddressed Violations
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That happened before I was alive. This theft happened right in front of me. I have many examples. That said, we aren't gonna enact any change, so here we are.
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Google’s data advantage over OpenAI explained
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Yeah, Google has: All my email.
All my photos.
All my contacts.
All my TV data.
All my locations.
Most of my searches. OpenAI doesn't. Good point. But notice that Google knows the value of corporate data. -
How Businesses Can Manage User-Generated Content With AI
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How Businesses Can Manage User-Generated Content With AI
#AI #AIio #BigData #ML #NLU #Futureofwork @Kevin_Jackson @sallyeaves @schmarzo @kdnuggets @akwyz @BrettKing @TechNative @MiaD http://
ow.ly/6x3H30svHTy -
Language Inclusion in Pretraining and Dataset Swapping
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If the language has been included during pretraining, I that shouldn't be a problem (via swapping the dataset). Otherwise, I am not sure:
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Proprietary Data and LLM Training Strategy for Enterprises
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A few topics: * Why proprietary data enables enterprises to build higher quality large language models * Should your organization fine-tune pre-trained models or train from scratch * What are the steps that need to be considered before training your first model
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Six Essential AI Insights You Must Know This Month
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6 things you need to know about AI this month
#AI #AIio #BigData #ML #NLU #Futureofwork @nigelwalsh @pbouillaud @PatrickGunz_CH @pierrepinna @RebekahRadice @Ronald_vanLoon @sbmeunier
@Shirastweet http://
ow.ly/lwqR30svHU1 -
MS Excel: Effective Tool for Data Silo Management
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MS Excel has definitely presented itself as an effective computational tool for working with data silos. Want to get adept with various MS Excel resources? #ResourceWatch #data #datascience #algorithms
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Essential Data Handling Techniques for Uncovering Hidden Insights
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Ask any data scientist or a data science enthusiast about handling datasets and they will tell you the importance of sorting, filtering, cleaning, and organizing data in order to uncover hidden insights. Check these resources https://
bit.ly/3NGeN29