Practical AI: Machine Learning, Data Science
Technology
First there was Mamba… now there is Jamba from AI21. This is a model that combines the best non-transformer goodness of Mamba with good ‘ol attention layers. This results in a highly performant and efficient model that AI21 has open sourced! We hear all about it (along with a variety of other LLM things) from AI21’s co-founder Yoav.
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A developer's toolkit for SOTA AI
Cambrian explosion of generative models
Automated cartography using AI
From ML to AI to Generative AI
AI trends: a Latent Space crossover
Accidentally building SOTA AI
Controlled and compliant AI applications
Data augmentation with LlamaIndex
Creating instruction tuned models
The last mile of AI app development
Large models on CPUs
Causal inference
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Computer scientists as rogue art historians
Accelerated data science with a Kaggle grandmaster
Explainable AI that is accessible for all humans
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End-to-end cloud compute for AI/ML
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