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mwiti

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Machine Learning Developer Advocate @neuralmagic. Ex @layer_ai.

Tweets on machine learning and deep learning

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There are several NLP tasks. Here are the most common ones, with example demos🔥: --A Thread-- 🧵

by mwiti
Image generation models are causing a sensation worldwide, particularly the powerful Stable Diffusion technique 🔥. With Stable Diffusion, you can generate images with your laptop, previously impossible 🤩. Here's how diffusion models work, in plain

by mwiti
Training NLP and CV models from scratch is a waste of resources ❌ Instead, apply transfer learning using pre-trained models 🤖 Here's how transfer learning works in 6 steps 🪜 --A Thread-- 🧵

by mwiti
Are you still deploying DENSE CV and NLP models? You are missing out on the advantages of SPARSE models 🔥. They offer higher throughput and lower latency without negatively affecting accuracy. Checkout out how to deploy sparse models on @huggingfa

by mwiti
Are you still training ML models with default, slow data loaders? ❌ That's a lot of time and money wasted! 😟 Here's why you should use Deep Lake by @activeloopai data loader to train your models 2x faster 🔥:

by mwiti
You have seen numerous computer vision applications 🏙. Most of them involve CNNs in one form or another 🔥. Here's how CNNs work in 7 steps: --A Thread-- 🧵

by mwiti

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