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| <!doctype html> | ||
| <html lang="en"> | ||
| <head> | ||
| <meta charset="utf-8"> | ||
| <meta name="viewport" content="width=device-width, initial-scale=1"> | ||
| <link rel="stylesheet" href="/assets/pico.min.css"> | ||
| <link rel="stylesheet" href="/assets/custom.css"> | ||
| <title>CyprusRust - Generative AI in Rust at Software Freedom Day!</title> | ||
| </head> | ||
| <body> | ||
| <header> | ||
| <a href="/"> | ||
| <hgroup> | ||
| <h1>CyprusRust</h1> | ||
| <h2>Rust User Group in Cyprus</h2> | ||
| </hgroup> | ||
| </a> | ||
| </header> | ||
| <main class="container"> | ||
| <article> | ||
| <hgroup> | ||
| <h3>Generative AI in Rust at Software Freedom Day!</h3> | ||
| <h4>1st October 2023, Paphos</h4> | ||
| </hgroup> | ||
| <p> </p> | ||
| <p>Last weekend your favourite people at the <a href="https://cdc.cy">CDC</a> organised a conference for <a href="https://wiki.softwarefreedomday.org/2023/Cyprus/Paphos/CDC">Software Freedom Day</a>. We beat all our affluence records and we had 3 great talks discussing Open Source.</p> | ||
| <p>Of course, I came up with a creative idea to include Rust in the discussion and prepared <a href="https://cyprusrust.github.io/generative-ai-slides">a talk</a> about my experience using AI and trying to avoid Python.</p> | ||
| <p>Even though the ecosystem is still in its early days, you can use <a href="https://github.com/LaurentMazare/tch-rs">tch-rs</a> to access torchlib (the very same library which powers Pytorch) and implement plenty of popular models (with a bit of effort).</p> | ||
| <p><a href="https://github.com/huggingface/candle">Candle</a> is definitely the project to keep an eye on; it's an machine learning framework written in Rust which wants to be minimal and ready for serverless.</p> | ||
| <p>It's also growing at a rapid pace: since my presentation, it already gained a <code>candle-transformers</code> crate which wants to mirror the popular Python package <a href="https://github.com/huggingface/transformers">transformers</a>.</p> | ||
| <p>We also talked about fake OSS licenses like <a href="https://huggingface.co/blog/open_rail">HuggingFace's OpenRAIL</a>, we worried about <a href="https://digital-strategy.ec.europa.eu/en/policies/cyber-resilience-act">European regulations</a> destroying Open Source software and we discussed the pro and cons of having a personal Open Source project. What a day!</p> | ||
| <p>I was blown away by the quality of the talks. | ||
| Want to check them out too? Here they are!</p> | ||
| <p><a href="https://www.youtube.com/watch?v=m-2-0a1W2kc&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7"><img src="http://i3.ytimg.com/vi/m-2-0a1W2kc/hqdefault.jpg" alt="Generative AI in Rust" /></a></p> | ||
| <p><a href="https://www.youtube.com/watch?v=LCFX4XaUAAU&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7&index=2"><img src="http://i3.ytimg.com/vi/LCFX4XaUAAU/hqdefault.jpg" alt="Pro & Cons of personal OSS Projects" /></a></p> | ||
| <p><a href="https://www.youtube.com/watch?v=gZYtEGBp1VA&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7&index=3"><img src="http://i3.ytimg.com/vi/gZYtEGBp1VA/hqdefault.jpg" alt="Generative AI in Rust" /></a></p> | ||
| <p>As always, if you need support or if you want to chat with the community, drop a message on our <a href="https://discord.gg/3xKSyZM4mB">Discord</a>!</p> | ||
|
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| <footer> | ||
| <div class="grid"> | ||
| <img class="round" src="https://gravatar.com/avatar/21fc27a2ac6cd9094a423997f0344a0b?s=256" alt="Federico Rampazzo looking like a smug insurance salesman" /> | ||
| <hgroup> | ||
| <h5>by Federico Rampazzo</h5> | ||
| <p>Federico is a software engineer with a passion for Functional Programming, Category Theory and Strongly Typed languages.</p> | ||
| <br> | ||
| <a href="https://apiplant.com">Get in touch</a> | ||
| </hgroup> | ||
| </div> | ||
| </footer> | ||
| </article> | ||
| </main> | ||
| </body> | ||
| </html> |
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| <?xml version="1.0" encoding="utf-8"?><rss version="2.0"><channel><title>CyprusRust - Rust User Group in Cyprus</title><link>https://cyprusrust.org</link><description>Rust User Group in Cyprus</description><item><title>We talked Rust at the first CDCx ever!</title><link>https://cyprusrust.org/blog/first-cdcx</link><description><![CDATA[A brief recap of our appeareance at the CDCx conference]]></description><guid>https://cyprusrust.org/blog/first-cdcx</guid><pubDate>Tue, 24 Jan 2023 04:16:22 +0000</pubDate></item><item><title>Welcome to CyprusRust</title><link>https://cyprusrust.org/blog/welcome-cyprusrust</link><description><![CDATA[Why we started this project and why you should join!]]></description><guid>https://cyprusrust.org/blog/welcome-cyprusrust</guid><pubDate>Mon, 12 Dec 2022 19:15:56 +0000</pubDate></item></channel></rss> | ||
| <?xml version="1.0" encoding="utf-8"?><rss version="2.0"><channel><title>CyprusRust - Rust User Group in Cyprus</title><link>https://cyprusrust.org</link><description>Rust User Group in Cyprus</description><item><title>Generative AI in Rust at Software Freedom Day!</title><link>https://cyprusrust.org/blog/software-freedom-day</link><description><![CDATA[Federico talked about Rust and AI at the Software Freedom Day]]></description><guid>https://cyprusrust.org/blog/software-freedom-day</guid><pubDate>Sun, 01 Oct 2023 02:01:48 +0000</pubDate></item><item><title>We talked Rust at the first CDCx ever!</title><link>https://cyprusrust.org/blog/first-cdcx</link><description><![CDATA[A brief recap of our appeareance at the CDCx conference]]></description><guid>https://cyprusrust.org/blog/first-cdcx</guid><pubDate>Tue, 24 Jan 2023 04:16:22 +0000</pubDate></item><item><title>Welcome to CyprusRust</title><link>https://cyprusrust.org/blog/welcome-cyprusrust</link><description><![CDATA[Why we started this project and why you should join!]]></description><guid>https://cyprusrust.org/blog/welcome-cyprusrust</guid><pubDate>Mon, 12 Dec 2022 19:15:56 +0000</pubDate></item></channel></rss> |
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| --- | ||
| title: Generative AI in Rust at Software Freedom Day! | ||
| description: Federico talked about Rust and AI at the Software Freedom Day | ||
| slug: software-freedom-day | ||
| published_date: 2023-10-01 02:01:48 +0000 | ||
| layout: post.liquid | ||
| is_draft: false | ||
| data: { | ||
| nice_date: '1st October 2023, Paphos', | ||
| avatar: 'https://gravatar.com/avatar/21fc27a2ac6cd9094a423997f0344a0b?s=256', | ||
| avatarAlt: 'Federico Rampazzo looking like a smug insurance salesman', | ||
| author: 'Federico Rampazzo', | ||
| bio: 'Federico is a software engineer with a passion for Functional Programming, Category Theory and Strongly Typed languages.', | ||
| contact: 'https://apiplant.com', | ||
| } | ||
| --- | ||
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| <hgroup> | ||
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| ### {{ page.title }} | ||
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| #### {{ page.data.nice_date }} | ||
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| </hgroup> | ||
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| | ||
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| Last weekend your favourite people at the [CDC](https://cdc.cy) organised a conference for [Software Freedom Day](https://wiki.softwarefreedomday.org/2023/Cyprus/Paphos/CDC). We beat all our affluence records and we had 3 great talks discussing Open Source. | ||
|
|
||
| Of course, I came up with a creative idea to include Rust in the discussion and prepared [a talk](https://cyprusrust.github.io/generative-ai-slides) about my experience using AI and trying to avoid Python. | ||
|
|
||
| Even though the ecosystem is still in its early days, you can use [tch-rs](https://github.com/LaurentMazare/tch-rs) to access torchlib (the very same library which powers Pytorch) and implement plenty of popular models (with a bit of effort). | ||
|
|
||
| [Candle](https://github.com/huggingface/candle) is definitely the project to keep an eye on; it's an machine learning framework written in Rust which wants to be minimal and ready for serverless. | ||
|
|
||
| It's also growing at a rapid pace: since my presentation, it already gained a `candle-transformers` crate which wants to mirror the popular Python package [transformers](https://github.com/huggingface/transformers). | ||
|
|
||
| We also talked about fake OSS licenses like [HuggingFace's OpenRAIL](https://huggingface.co/blog/open_rail), we worried about [European regulations](https://digital-strategy.ec.europa.eu/en/policies/cyber-resilience-act) destroying Open Source software and we discussed the pro and cons of having a personal Open Source project. What a day! | ||
|
|
||
| I was blown away by the quality of the talks. | ||
| Want to check them out too? Here they are! | ||
|
|
||
| [](https://www.youtube.com/watch?v=m-2-0a1W2kc&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7) | ||
|
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||
| [](https://www.youtube.com/watch?v=LCFX4XaUAAU&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7&index=2) | ||
|
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||
| [](https://www.youtube.com/watch?v=gZYtEGBp1VA&list=PLmam5HsEG8IhuTli5mf93Wwb6ijYsayA7&index=3) | ||
|
|
||
| As always, if you need support or if you want to chat with the community, drop a message on our [Discord](https://discord.gg/3xKSyZM4mB)! |