yes, fair, but don't we call this simply "more training"? I dunno, is this really "finetuning"?
MACHINE LEARNING
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Self-supervised Learning and Autoregressive Next-word Prediction Clarification
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Self-supervised = autoregressive, next-word prediction like in pretraining? That's what I had in mind with "like pretraining" but in a shorter way to make it fit into the 260 character limit
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Defining and Categorizing LLM Fine-tuning Approaches
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How do we define and categorize LLM "finetuning" these days? There's 1) Supervised finetuning: to 1a) train an encoder-LLM for classification or 1b) train a decoder-LLM to generate a specific response text. [1/2]
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Three types of fine-tuning approaches for language models
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[2/2] 2) Instruction finetuning: usually RLHF to generate a specific response. (But can also refer to 1b depending on the technique) 3) Long-context finetuning: like pretraining but w longer contexts (as per Code Llama paper)?
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Keras Core Models Compatible with PyTorch Module Objects
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Inversely, Keras Core models behave like torch `Module` objects and can be used anywhere you'd use a `Module`.
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Keras Core now supports arbitrary PyTorch Modules with TorchModuleWrapper
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Now, it's possible to use arbitrary `Modules` inside a Keras Core model/layer (with the torch backend). The `TorchModuleWrapper` class turns them into Keras layers, keeping tracking of trainable weights / etc.
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DataRobot Predictive AI: Integrating ML Models at Scale
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Building predictive models? Struggling with the complexities of integrating, deploying, and scaling models for actionable insights? Meet Predictive AI with DataRobot #HandsOnLab! Seamlessly integrate the #AI lifecycle into your existing environment Code and build your
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Kingfisher Uses AI Analytics to Reduce Employee Churn
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Home improvement leader @kingfisherplc uses #AdvancedAnalytics to improve and overcome one of retail's greatest challenges, employee churn. Learn how AI-powered insights from Alteryx amplifies HR-data value. Read on: https://
ow.ly/HpA650PFcaK #Analytics #AI #HRData #HRAnalytics -
Chemix AI Develops EV Batteries Without Cobalt
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New Chemix AI-Based EV Battery Development Reduces Or Eliminates Cobalt
#AI #AIio #BigData #ML #NLU #Futureofwork @nigelwalsh @pbouillaud @PatrickGunz_CH @pierrepinna @RebekahRadice @Ronald_vanLoon @sbmeunier
@Shirastweet http://
ow.ly/zBHX30swTue -
6 Best Practices to Fuel AI Project Innovation
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Fuel innovation and level up your #AI projects with these 6 game-changing best practices by @ingliguori && @kenovy_it #GenerativeAI #Chatgpt #FutureOfWork #ArtificialIntelligence #GPT4 #innovation #DigitalTransformation #dataops #ethicalAI #mlops #AIOps