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Daniel Vila Suero
@dvilasuero
ML & data @huggingface
Joined January 2011
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    Daniel Vila Suero
    @dvilasuero
    Jun 10, 2025
    Introducing @huggingface Sheets: Excel meets AI and unstructured data 📁 Run prompts and models over your data 🌐 Web search for accuracy and real-time information 🎯 Manual edits are used to improve generation 💯 Hundreds of open models and leading inference providers 1/2
    00:00
    6.7K
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    Daniel Vila Suero
    @dvilasuero
    Sep 4, 2022
    Parsr: Transforms PDF, Documents and Images into Enriched Structured Data Nice Python toolchain for cleaning, parsing and data extraction from documents. github.com/axa-group/Parsr #python #opensource #ocr
    GitHub - axa-group/Parsr: Transforms PDF, Documents and Images into Enriched Structured Data
    From github.com
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    Daniel Vila Suero
    @dvilasuero
    Dec 2, 2023
    Yesterday, we released Notus-7B. Today, I want to share the process of building it. This is a great example of what the Open Source AI community can build together 🧵 👇
    86K
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    Daniel Vila Suero
    @dvilasuero
    Jan 7, 2022
    COSINE: Fine-tuning pre-trained LMs without any labeled data Fine-tune models with weak supervision only (+ unlabeled data), label denoising via contrastive self-training GitHub: github.com/yueyu1030/COSI… Paper: arxiv.org/abs/2010.07835 #python #opensource #NLProc #transformers
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    Daniel Vila Suero
    @dvilasuero
    Sep 25, 2021
    Rubrix: Python framework for Data-centric NLP Build your own data collection and quality workflows mixing weak supervision, active learning & hand labeling Works with any NLP library Follow @rubrixml for updates GitHub: github.com/recognai/rubrix #python #opensource #nlproc #ml
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    Daniel Vila Suero
    @dvilasuero
    Nov 7, 2021
    Rubrix: Python framework for Data-centric NLP Build text classifiers directly from user rules & labeling functions Use any weak supervision model (Snorkel, Flyingsquid, @PyTorch) github.com/recognai/rubrix Guide: rubrix.readthedocs.io/en/stable/guid… #python #opensource #NLProc #datascience
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    Daniel Vila Suero
    @dvilasuero
    Oct 2, 2021
    Rubrix: Python framework for data-centric NLP Log model predictions for model monitoring, custom dashboards, and production data collection Easy integration with the amazing @FastAPI library GitHub: github.com/recognai/rubrix #python #opensource #MLOps #nlproc
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    Daniel Vila Suero
    @dvilasuero
    Apr 21, 2022
    COSINE: Fine-tuning pre-trained LMs without any labeled data Fine-tune models with weak supervision only (+ unlabeled data), label denoising via contrastive self-training GitHub: github.com/yueyu1030/COSI… Paper: arxiv.org/abs/2010.07835 #python #opensource #NLProc #transformers
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    Daniel Vila Suero
    @dvilasuero
    Aug 22, 2021
    skweak: A Python toolkit for weak supervision applied to NLP tasks Cool library to label data programmatically for NER & text classification. Tightly integrated with @spacy_io GitHub: github.com/NorskRegnesent… Paper: arxiv.org/abs/2104.09683 #python #OpenSource #NLProc #ML
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    Daniel Vila Suero
    @dvilasuero
    Nov 27, 2023
    If you are GPU poor, make sure you become data rich. It will pay off More on this in a few days
    26K
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    Daniel Vila Suero
    @dvilasuero
    Dec 3, 2023
    Yesterday, I shared how we built Notus with the UltraFeedback dataset. Today I want to share how you can build and curate your own UltraFeedback datasets for fine-tuning custom LLMs. Using distilabel, our open-source framework and @argilla_io 🧵
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    38K
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    Daniel Vila Suero
    @dvilasuero
    Sep 17, 2021
    WeightWatcher: Tool for predicting the accuracy of Deep Neural Networks Is your model over-fitted/parameterized? Data-free model monitoring. Supports @TensorFlow,@PyTorch and 🤗 transformers Follow @CalcCon for updates GitHub: github.com/CalculatedCont… #python #Opensource #ml
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    Daniel Vila Suero
    @dvilasuero
    Oct 10, 2021
    Fine-tuning a text classifier for your own use case? Iteratively build a training set & fine-tune a Hugging Face sentiment classifier with @rubrixml Tutorial: rubrix.readthedocs.io/en/master/tuto… GitHub: github.com/recognai/rubrix #python #nlproc #ml #datascience #transformers
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    Daniel Vila Suero
    @dvilasuero
    Oct 9, 2021
    Rubrix: Python framework for data-centric NLP Leverage zero-shot models for bootstrapping data annotation & weak supervision Works with any framework (Flair TARS, Hugging Face) GitHub: github.com/recognai/rubrix #python #opensource #nlproc See Flair's zero-shot NER example 👇