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🚀 Today, we are introducing SmolTools! 🚀 Last week, at Hugging Face we made a significant leap forward with the release of SmolLM2, a compact 1.7B language model that sets a new benchmark for performance among models of its size. But beyond the impressive stats, SmolLM2 truly shines in... practical, real-world applications, unlocking new possibilities for on-device inference. To demonstrate its potential, we're thrilled to introduce Smol-Tools, a suite of simple yet powerful applications that showcase the capabilities of SmolLM2. 🌟 Today, we present you two key tools: Summarize and Rewrite. 🔹 Summarize: Feed SmolLM2 a text up to 20 pages long, and it will provide you with a concise summary. Need to dig deeper? Just ask follow-up questions to clarify any details – it's that simple. 🔹 Rewrite: Draft a response to a message with your main points, and SmolLM2 will transform it into a clear, polished version that's easy for your recipient to read and understand. These tools are designed to make your workflow smoother and more efficient, leveraging the power of SmolLM2 in practical ways. 💡We hope you give these tools a try and see their potential for yourself! Feel free to build your own SmolTools and contribute them to the project. We'd love to see what you build! Check out the code here:show more

Andi Marafioti

6,840 subscribers

100,813 views • 1 year ago •via X (Twitter)

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11 Comments

Daniel Nakov1 year ago

@andi_marafioti great stuff! i've been finetuning SmolLM2-135M recently and really liking the results and speed of iteration it allows for

Tom Bielecki1 year ago

@andi_marafioti @simonw check out SmolAgent for local tool calling

ASSEM1 year ago

@andi_marafioti Great Job, congrats to @LoubnaBenAllal1 Team.

Thorsten Linz1 year ago

@andi_marafioti @Thom_Wolf @Thom_Wolf, what are your thoughts on SmolTools' efficiency? Do you foresee widespread adoption in the AI community?

Reza Sayar1 year ago

@andi_marafioti 🔥🔥y este temazo!! 🎶🇦🇷

Andi Marafioti1 year ago

Subliminal 😂

Nemesis Alm1 year ago

@andi_marafioti Looking forward to trying it! Thanks for sharing

Uri Gil1 year ago

@andi_marafioti Nice

ASSEM1 year ago

@andi_marafioti @LoubnaBenAllal1 Very interesting and great work to be honest, can't wait to try it.

Laurent Denoue1 year ago

@andi_marafioti What is the doc for the max output tokens? Is it limited to 8.192 like the other models or is it longer? I ask because my task is to punctuate longer texts and it’s cumbersome to chunk apriori

Andi Marafioti1 year ago

This is using the same smollm2 instruct 1.7B model that was released last week, so the context size is still 8k. Honestly, I find the performance for rewriting is best for shorter texts.

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Glenn Beck

50,180 views • 2 months ago

We are not okay, and that’s okay to say. I wish I could tell you that we are standing here and that the rest of the world is standing with us. With you. Sadly I can’t say that. There is a loud and aggressive minority around the world who doesn’t get, that being murdered at a peace festival does not equal resistance. I do however, know that we are standing here on behalf of all those people in the world, with moral clarity. And there are a lot of them. And there are many who want to be here with you. And they are here with you at heart. On October 7th, your loved ones went to Nova. We call it a peace music festival because that’s what it was—a place to make new friends, to let loos explore and celebrate life. And this juxtaposition hurts the most —because on that day, the light your loved ones were, was met with the most unimaginable darkness. Our lives will never be the same. But today, as we remember them, we also make a promise: to honor their memory by living as they would have. As we stand here in grief, we have a message to the world: we will not be defeated. Israel was attacked on October 7th and every day since, for the crime of existing. For the audacity of just being here. But we are here, and we are here to stay. And despite the trauma we’ve faced, we are in Israel, standing strong together, committed to the memories of those we lost and to the return of our hostages. We, despite the pain and alongside it, are going to build a brighter future. Together. We will dance again. Am Yisrael Chai Forever

We are not okay, and that’s okay to say. I wish I could tell you that we are standing here and that the rest of the world is standing with us. With you. Sadly I can’t say that. There is a loud and aggressive minority around the world who doesn’t get, that being murdered at a peace festival does not equal resistance. I do however, know that we are standing here on behalf of all those people in the world, with moral clarity. And there are a lot of them. And there are many who want to be here with you. And they are here with you at heart. On October 7th, your loved ones went to Nova. We call it a peace music festival because that’s what it was—a place to make new friends, to let loos explore and celebrate life. And this juxtaposition hurts the most —because on that day, the light your loved ones were, was met with the most unimaginable darkness. Our lives will never be the same. But today, as we remember them, we also make a promise: to honor their memory by living as they would have. As we stand here in grief, we have a message to the world: we will not be defeated. Israel was attacked on October 7th and every day since, for the crime of existing. For the audacity of just being here. But we are here, and we are here to stay. And despite the trauma we’ve faced, we are in Israel, standing strong together, committed to the memories of those we lost and to the return of our hostages. We, despite the pain and alongside it, are going to build a brighter future. Together. We will dance again. Am Yisrael Chai Forever

Noa Tishby

32,742 views • 10 months ago