AI & ML interests

AI, ML, LLM, NLP

magnisale's activity

jjokahย 
posted an update 6 days ago
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The past few years have been a blast for artificial intelligence, with large language models (LLMs) stunning everyone with their capabilities and powering everything from chatbots to code assistants. However, not all applications demand the massive size and complexity of LLMs, the computational power required makes them impractical for many use cases. This is why Small Language Models (SLMs) entered the scene to make powerful AI models more accessible by shrinking in size.

In this article we went through what SLMs are, how they are made small, their benefits and limitations, real-world use cases, and how they can be used on mobile and desktop devices.
https://huggingface.co./blog/jjokah/small-language-model
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jjokahย 
posted an update 3 months ago
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Google's revamped Machine Learning Crash Course covers the recent advances in AI, with an increased focus on interactive learning.

๐Ÿ“ 100+ exercises
๐Ÿ—‚ 12 modules
๐Ÿ•’ 15 hours
๐Ÿ“น Video explainers of ML concepts
๐ŸŒŽ Real-world examples
๐Ÿ“Š Interactive visualizations

Ref:
https://developers.google.com/machine-learning/crash-course
jjokahย 
posted an update 6 months ago
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๐Ÿ”— Neural Network โ€€(1 Byte explainer for everybody)

Just like our brain, a Neural Network is made up of interconnected "neurons". These neurons work together by learning from (input) data and getting better at tasks (in the hidden layer) to give (output) predictions or decisions.