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Sara Han

@sdiazlor.hf.co

780 followers 490 following 31 posts

ML & Dev Rel @Hugging Face | 🐕 🎮 💻 💪

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Sara Han @sdiazlor.hf.co · Nov 21

✨ 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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Sara Han @sdiazlor.hf.co · Jan 20

Start synthesizing 🚀: huggingface.co/spaces/argil...
✍ Blog post: huggingface.co/blog/sdiazlo...

Synthetic Data Generator - a Hugging Face Space by argilla

Build datasets using natural language

huggingface.co

Sara Han @sdiazlor.hf.co · Jan 20

💫 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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Reposted by Sara Han

José Francisco Calvo @jfcalvo.hf.co · Dec 19

🚀 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 · Dec 18

🙅‍♀️ 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 · Dec 16

- No code required—everything can be handled through the interface.
- 100% free to use.
- Designed to create text classification and chat datasets.
- Review in Argilla and push to the Hub.

Sara Han @sdiazlor.hf.co · Dec 16

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

Synthetic Data Generator - Build Datasets Using Natural Language

YouTube video by Argilla

www.youtube.com

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Sara Han @sdiazlor.hf.co · Dec 12

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...

glg - galego - Galician

Join and contribute to the dataset glg - galego - Galician

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

Sara Han @sdiazlor.hf.co · Dec 10

It only takes 2 steps:
- Coordinate with your Language Lead: huggingface.co/spaces/Huggi.... Or become one if it is missing: huggingface.co/spaces/natal...
- Read the guidelines and start annotating according to the educational value: huggingface.co/spaces/data-...

Discussion Forum - a Hugging Face Space by HuggingFaceFW

Discover amazing ML apps made by the community

huggingface.co

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Sara Han @sdiazlor.hf.co · Dec 10

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 · Dec 9

Binarized dataset: huggingface.co/datasets/dat...
Blog post: huggingface.co/blog/image-p...

data-is-better-together/open-image-preferences-v1-binarized · Datasets at Hugging Face

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

huggingface.co

Sara Han @sdiazlor.hf.co · Dec 9

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 · Dec 7

I'd say that more small models and focus on agents and on-device

Sara Han @sdiazlor.hf.co · Dec 5

huggingface.co/spaces/huggi...

Open Source Ai Year In Review 2024 - a Hugging Face Space by huggingface

What happened in open-source AI this year, and what’s next?

huggingface.co

Sara Han @sdiazlor.hf.co · Dec 5

This is crazy! Were you right in your predictions?

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Sara Han @sdiazlor.hf.co · Dec 3

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...

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...

docs.google.com

Sara Han @sdiazlor.hf.co · Dec 2

Lovely!

Sara Han @sdiazlor.hf.co · Dec 1

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

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Sara Han @sdiazlor.hf.co · Nov 29

Docs: docs.zenml.io/stack-compon...

Argilla | ZenML - Bridging the gap between ML & Ops

Annotating data using Argilla.

docs.zenml.io

Sara Han @sdiazlor.hf.co · Nov 29

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 · Nov 28

Model: huggingface.co/Qwen/QwQ-32B...
Demo: huggingface.co/spaces/Qwen/...

Qwen/QwQ-32B-Preview · Hugging Face

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

huggingface.co

Sara Han @sdiazlor.hf.co · Nov 28

🚀 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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Sara Han @sdiazlor.hf.co · Nov 28

I do. Big AI companies stealing our data have put us on guard, but good intentions also exist. So, let's learn together from this and find ways to continue building with consent and transparency for everyone, not just those in power.

Reposted by Sara Han

merve @merve.bsky.social · Nov 27

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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Reposted by Sara Han

Xuan Son Nguyen @ngxson.hf.co · Nov 27

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 · Nov 26

Read the blog post: huggingface.co/blog/burtens...

Let’s make a generation of amazing image generation models

A Blog post by ben burtenshaw on Hugging Face

huggingface.co