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This video is about sentence-transformers_all-MiniLM-L12-v2. This model is about being a superhero who can turn words into something super powerful! Imagine it's like a superhero with a superpower: it can turn short sentences and paragraphs into something amazing, like a rocket or a spaceship. The key is that it captures the semantic information of the input text. But wait, how do you even turn a sentence into a rocket? Oh right! It's like a sentence transformer that converts text into a vector of numbers, which is used for tasks like clustering or searching for similar topics. But here's the joke: the training data is a bunch of sentences, and each one is a super long story—so the model has to 'train' on all those sentences to make sense of them. And the best part is that if a sentence is longer than 256 words, it just cuts it short like a fast food meal! Oh, and the model uses a contrastive objective to learn which sentences are more important in a way that's a bit like a puzzle game! 🚀📚

🔗 Model: https://huggingface.co/sentence-transforme...
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