iiinova — where your digital self keeps evolving

Sara Han @sdiazlor.hf.co · 20/01/2025

💫 Generate RAG data with the Synthetic Data Generator to improve your RAG system! 1️⃣ Generate from your documents, dataset, or dataset description. 2️⃣ Configure it. 3️⃣ Generate the synthetic dataset. 4️⃣ Fine-tune the retrieval and reranking models. 5️⃣ Build a RAG pipeline.

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José Francisco Calvo @jfcalvo.hf.co · 19/12/2024

🚀 Argilla v2.6.0 is here! 🎉 Let me show you how EASY it is to export your annotated datasets from Argilla to the Hugging Face Hub. 🤩 Take a look to this quick demo 👇 💁‍♂️ More info about the release at github.com/argilla-io/a... #AI #MachineLearning #OpenSource #DataScience #HuggingFace #Argilla

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Sara Han @sdiazlor.hf.co · 18/12/2024

🙅‍♀️ No-code end-to-end example to train your model 1️⃣ Use the Synthetic Data Generator to create your custom dataset 2️⃣ Use AutoTrain to use the generated dataset and train your model Check it here: huggingface.co/blog/synthet...

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Sara Han @sdiazlor.hf.co · 16/12/2024

Where do I get quality data from? We often need to fine-tune models for very specific scenarios. And that’s where the Synthetic Data Generator comes in! Want to see how it works? Watch this quick video (www.youtube.com/watch?v=nXjV...) and get started here: t.co/hJ1b2TsMq0

youtube.com

Synthetic Data Generator - Build Datasets Using Natural Language

YouTube video by Argilla

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Sara Han @sdiazlor.hf.co · 12/12/2024

Pouco a pouco avanzamos! 🚀 Anímovos a contribuir, tan só tedes que entrar na ligazón, ler as instrucións e comezar a anotar ✍ data-is-better-together-fineweb-c.hf.space/share-your-p...

data-is-better-together-fineweb-c.hf.space

glg - galego - Galician

Join and contribute to the dataset glg - galego - Galician

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Sara Han @sdiazlor.hf.co · 10/12/2024

Spanish, Filipino, Amharic, French, German, Basque, Catalan, Galician, Guarani, Telugu, Italian, Pashto, Romanian, Tamil, Urdu, Danish... and many more! All included in the FineWeb2 Community Annotation Sprint! 🔥 💫 Join to build an impactful dataset for your language!

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Sara Han @sdiazlor.hf.co · 09/12/2024

Open Image Preferences released! 🚀 - Open-source dataset for text2image - 10K samples manually evaluated by the HF community. - Binarized format for SFT, DPO, or ORPO. It comes with a nice blog post explaining the steps to pre-process and generate the data, along with the results.

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Sara Han @sdiazlor.hf.co · 05/12/2024

This is crazy! Were you right in your predictions?

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Sara Han @sdiazlor.hf.co · 03/12/2024

Language is power! A multilingual annotation sprint for hundreds of languages is starting soon! Step up as a Language Lead and help drive this effort for your language. If there's already a Language Lead, stay tuned! Is this the start of a nice community? docs.google.com/forms/d/e/1F...

docs.google.com

Language Lead sign-up

At Hugging Face 🤗, we're launching a big community initiative to improve LLM training for many languages. We're looking for Language Leads to help us cultivate specific languages during this initiativ...

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Sara Han @sdiazlor.hf.co · 01/12/2024

To end the week on a high note, my furry friend ⭐

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Sara Han @sdiazlor.hf.co · 29/11/2024

Want to improve your model quality? Implement the data annotation stage in your MLOps effortlessly thanks to the enhanced integration of Argilla with ZenML. ✨Use the latest Argilla features ✨Improve human-in-the-loop workflows ✨Manage datasets, track progress, and coordinate your annotation team

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Sara Han @sdiazlor.hf.co · 28/11/2024

🚀 QwQ-32B-Preview is available on the Hub! > The results are very promising, beating o1-mini. > However, they also have several limitations you might notice even in the demo (I found endless reasoning trying to find out the number of 'r' in 🍓). So, let's see how they deal with them.

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merve @merve.bsky.social · 27/11/2024

It's pretty sad to see the negative sentiment towards Hugging Face on this platform due to a dataset put by one of the employees. I want to write a small piece. 🧵 Hugging Face empowers everyone to use AI to create value and is against monopolization of AI it's a hosting platform above all.

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Xuan Son Nguyen @ngxson.hf.co · 27/11/2024

Hugging Face inference endpoints now support CPU deployment for llama.cpp 🚀 🚀 Why this is a huge deal? Llama.cpp is well-known for running very well on CPU. If you're running small models like Llama 1B or embedding models, this will definitely save tons of money 💰 💰

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Sara Han @sdiazlor.hf.co · 26/11/2024

🎨 Help to build an image preference dataset! > Goal: Release an open-source image dataset, enabling the entire community to benefit from it. > Requirements: All you need is a Hugging Face account and a willingness to contribute. More in 🧵

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Daniel Vila @dvilasuero.hf.co · 26/11/2024

Let's make AI more inclusive. At @huggingface.bsky.social we'll launch a huge community sprint soon to build high-quality training datasets for many languages. We're looking for Language Leads to help with outreach. Find your language and nominate yourself: forms.gle/iAJVauUQ3FN8...

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Dr Sasha Luccioni @sashamtl.bsky.social · 25/11/2024

"Naftali was assigned to train AI to recognize and weed out pornography, hate speech and excessive violence, which meant sifting through the worst of the worst content online for hours on end." So much of AI is based on exploiting workers in precarious conditions 😔 www.cbsnews.com/news/labeler...

cbsnews.com

Labelers training AI say they're overworked, underpaid and exploited by big American tech companies

Digital workers in Kenya had to sift through horrific online content to train AI, but say they were underpaid, overworked, and got inadequate mental health support. So they're fighting back.

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Sara Han @sdiazlor.hf.co · 25/11/2024

Argilla has reached the 4K stars on GitHub! ✨ Thanks to everyone for the support! We'll continue shipping new updates for you to curate your data easily ✍️ And, for sure, your feedback is more than welcome 🙌

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Loubna Ben Allal @loubnabnl.hf.co · 24/11/2024

Making SmolLM2 more reproducible: open-sourcing our training & evaluation toolkit 🛠️ github.com/huggingface/... Pre-training & evaluation code, synthetic data generation pipelines, post-training scripts, on-device tools & demos Apache 2.0. V2 data mix coming soon! Which tools should we add next?

github.com

GitHub - huggingface/smollm: Everything about the SmolLM & SmolLM2 family of models

Everything about the SmolLM & SmolLM2 family of models - GitHub - huggingface/smollm: Everything about the SmolLM & SmolLM2 family of models

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Sara Han @sdiazlor.hf.co · 23/11/2024

Go to your HF profile and spot the differences. Could you find them? . . . Yes, you're right! You can now add your Bluesky account and also check your recent activity 🙌

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Emily Witko @witko.bsky.social · 22/11/2024

We're big on transparency and love all things open at @huggingface.bsky.social so we thought, why not share our internal mission, vision, and values with everyone? Take a read and let us know what you think! It's such a special place!

Hugging Face Values!
#1 A strong bias for action, impact, and simplicity.
#2 A generalist, diverse, and value-informed mindset.
#3 A progressive, nimble, and decentralized approach.
#4 A kind ambition.

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Nathan Lambert @natolambert.bsky.social · 22/11/2024

A cool space from the community to explore the many open datasets we released from building Tulu 3 (SOTA open post training recipe).

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Sara Han @sdiazlor.hf.co · 22/11/2024

The SmolLM2 recipe isn't more of a secret! SmolTalk has been released on the Hub. It uses a mix of public and synthetic data, including Magpie Ultra using distilabel 🚀 huggingface.co/datasets/Hug...

huggingface.co

HuggingFaceTB/smoltalk · Datasets at Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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Gabriel Martín Blázquez @gabrielmb.com · 21/11/2024

Excited to announce the SFT dataset used for @huggingface.bsky.social SmolLM2! The dataset for SmolLM2 was created by combining multiple existing datasets and generating new synthetic datasets, including MagPie Ultra v1.0, using distilabel. Check out the dataset: huggingface.co/datasets/Hug...

huggingface.co

HuggingFaceTB/smoltalk · Datasets at Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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Sara Han @sdiazlor.hf.co · 21/11/2024

✨ Time to introduce myself to the new followers! I'm working on ML and advocacy. Till now, I have focused on building Argilla and distilabel. But I'll also share updates and cool stuff from the AI community, tools, or notebooks. P.S. Maybe a bit of my 🐕 and 🎮 too!

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Ben Burtenshaw @benburtenshaw.bsky.social · 21/11/2024

synthetic data on easy_mode We noticed that folk were building synthetic datasets in a common way. Basically going from prompt to dataset, and iterating. So we implemented a friendly abstraction to help you learn and improve this flow.

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Sara Han @sdiazlor.hf.co · 19/11/2024

You might not know me yet, and that’s perfect—no bias here ✨. So, I just have a question for you. > What three key aspects would make an annotation tool ideal for you? Feel free to share your thoughts! I'm reading you 🤗

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