Opus-MT
Bootstrap
Opus-MT | Bootstrap | |
---|---|---|
3 | 533 | |
532 | 167,594 | |
5.3% | 0.2% | |
4.8 | 9.6 | |
19 days ago | 4 days ago | |
Python | JavaScript | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Opus-MT
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“sync,corrected by elderman” issue in ML translation datasets spread on internet
- mention on GitHub repo of a translation model https://github.com/Helsinki-NLP/Opus-MT/issues/62
I'm curious to see if anyone else has interesting encounters with this
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How worried are you about AI taking over music?
Yes, most models these days, except the exceptionally large ones, are possible to train on a laptop. Of course it helps if your laptop has Nvidia CUDA GPU, but even if it doesn't you can rent an AWS 4 core/16GB GPU instance for 0.5 cents an hour. 24 hours of training time would be quite a lot for most models, unless you're trying to train a FB any to any language type model, but typically the big huge models are not the most interesting ones, and you can get very good results, and interesting models with substantially smaller sets of data. Opus MT models are only one language to one language, but they're about 300MB a model, and the quality rivals FB's models, and the speed is substantially faster. I don't have as many examples from the music space, as it's still a fairly under explored area, but Google has released Magenta which is a pretrained Tensorflow music model(actually a group of 3-4 models).
- Helsinki-NLP/Opus-MT: Open neural machine translation models and web services
Bootstrap
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Integrate Bootstrap with React
This article serves as your comprehensive guide to mastering the art of combining Bootstrap and React seamlessly. Dive in to uncover the tips, tricks, and best practices to elevate your UI design game effortlessly.
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Free Bootstrap Themes and Templates to Download in 2024
Bootstrap is already a popular framework among the web developers. And, these free templates makes it even more convenient to use Bootstrap in your projects.
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How to use Tailwind with any CSS framework
Tailwind is great, but creating everything from scratch is annoying. A nice base of components which can be extended with tailwind would be great. There are a few tailwind frameworks like Flowbite, Daisy Ui, but I like Bulma, PicoCSS and Bootstrap.
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The origin and virtues of semicolons in programming languages
In the JavaScript world, tread cautiously on this passionate topic. https://github.com/twbs/bootstrap/issues/3057
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Building a Dynamic Client-Side Blog with Secutio & Bootstrap
To effectively demonstrate Secutio's capabilities for rapid web development, we've chosen the popular Bootstrap framework as a foundation. Bootstrap provides a robust and user-friendly interface, making it an ideal choice for building the project's base.
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Build a Serverless S3 Explorer with Dash
With all this preamble out of the way, we can finally focus on the app. To make it easier to build a not-awful-looking website, I installed the dash-bootstrap-components which give us access to a variety of components from the bootstrap frontend framework. This will make styling and building the app easier.
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How to Become a Front-End Developer?
For CSS, Bootstrap is the go-to framework for many developers. But there are other popular ones too, like Angular, React, and Vue. You don't have to learn every single framework out there—just pick the ones that are most relevant to your projects and match current industry trends and your learning preferences.
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Exploring Tailwind Oxide
For those unfamiliar with Tailwind CSS, it is a utility-first framework with pre-defined classes for you to create custom designs. Before its creation, developers who wrote CSS were limited to two options: either writing custom CSS or using a toolkit like Bootstrap. However, both approaches came with drawbacks. Writing custom CSS was a lot of work, and using Bootstrap limited you in styling unless you added custom CSS on top.
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Full Stack Web Development Concept map
bootstrap - toolkit for styling websites. Has lots of themes and capabilities. docs
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Rapid Prototyping with Flask, Bootstrap and Secutio
To make the demo more interesting, we will use the Bootstrap framework and Flask as the backend.
What are some alternatives?
OPUS-MT-train - Training open neural machine translation models
vuetify - 🐉 Vue Component Framework
OpenNMT-py - Open Source Neural Machine Translation and (Large) Language Models in PyTorch
mantine - A fully featured React components library
fastText - Library for fast text representation and classification.
awesome-blazor - Resources for Blazor, a .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
Neural-Machine-Translated-communication-system - The model is designed to train a single and large neural network in order to predict correct translation by reading the given sentence.
Svelte - Cybernetically enhanced web apps
tensor2tensor - Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
antd - An enterprise-class UI design language and React UI library
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
primeng - The Most Complete Angular UI Component Library