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Yacine Jernite

yjernite

https://yjernite.github.io/

YJernite

yjernite

AI & ML interests

Technical, community, and regulatory tools of AI governance @HuggingFace

Articles

Ethics and Society Newsletter #6: Building Better AI: The Importance of Data Quality

9 days ago

• 23

📚 Training Data Transparency in AI: Tools, Trends, and Policy Recommendations 🗳️

Dec 5, 2023

• 1

Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model

Aug 22, 2023

• 14

AI Policy @🤗: Open ML Considerations in the EU AI Act

Jul 24, 2023

• 1

AI Policy @🤗: Response to the U.S. NTIA's Request for Comment on AI Accountability

Jun 20, 2023

Hugging Face Selected for the French Data Protection Agency Enhanced Support Program

May 15, 2023

Ethics and Society Newsletter #3: Ethical Openness at Hugging Face

Mar 30, 2023

Ethics and Society Newsletter #2: Let's talk about bias!

Dec 15, 2022

Putting ethical principles at the core of research lifecycle

May 19, 2022

Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets

Nov 29, 2021

Organizations

yjernite's activity

upvoted an article 1 day ago

Article

BM25 for Python: Achieving high performance while simplifying dependencies with BM25S⚡

•

7 days ago

• 25

upvoted 2 articles 4 days ago

Article

AI Policy @🤗: Open ML Considerations in the EU AI Act

Jul 24, 2023

• 1

Article

📚 Training Data Transparency in AI: Tools, Trends, and Policy Recommendations 🗳️

•

Dec 5, 2023

• 1

upvoted an article 8 days ago

Article

Ethics and Society Newsletter #6: Building Better AI: The Importance of Data Quality

9 days ago

• 23

upvoted 2 articles 11 days ago

Article

Introducing Synthetic Data Workshop: Your Gateway to Easy Synthetic Dataset Creation

•

13 days ago

• 11

Article

Data Is Better Together: A Look Back and Forward

13 days ago

• 13

upvoted an article 12 days ago

Article

Open-source embeddings and LLMs outperform Gemini and OpenAI for Web Navigation while being faster and cheaper

•

12 days ago

• 4

upvoted an article 13 days ago

Article

BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks

15 days ago

• 30

upvoted an article 14 days ago

Article

Unveiling CIVICS: A New Dataset for Examining Cultural Values in Language Models

•

14 days ago

• 7

upvoted a paper 19 days ago

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback

Paper • 2406.09279 • Published 19 days ago • 1

upvoted a collection 19 days ago

Tulu V2.5 Suite

Collection

A suite of models trained using DPO and PPO across a wide variety (up to 14) of preference datasets. See https://arxiv.org/abs/2406.09279 for more! • 41 items • Updated 19 days ago • 9

upvoted an article 20 days ago

Article

Making sense of this mess

26 days ago

• 14

upvoted a paper 20 days ago

Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Paper • 2402.14740 • Published Feb 22 • 6

upvoted 2 articles 21 days ago

Article

Reports on the Hub: A First Look at Self-governance in Open Source AI Development

•

21 days ago

• 7

Article

How to build an interactive HF Space to visualize an Image Dataset

•

Dec 18, 2023

• 2

upvoted 2 collections 21 days ago

Hugging Face community’s Wikimedia datasets

Collection

Wikimedia datasets created by the Hugging Face community, not Wikimedia. Sorted by Wikimedia project. • 17 items • Updated 26 days ago • 6

StarChat2 15B

Collection

Model, datasets, and demo for StarChat2 15B. For code to train the models, see: https://github.com/huggingface/alignment-handbook • 10 items • Updated Apr 12 • 13

upvoted an article 22 days ago

Article

How to directly access 150k+ Hugging Face Datasets with DuckDB and query using GPT-4o

•

May 31

• 10

upvoted an article 30 days ago

Article

Wikipedia's Treasure Trove: Advancing Machine Learning with Diverse Data

•

30 days ago

• 12

upvoted 2 collections 30 days ago

🍷 FineWeb datasets

Collection

5 items • Updated 7 days ago • 15

📚 FineWeb-Edu

Collection

FineWeb-Edu datasets, classifier and ablation model • 5 items • Updated 21 days ago • 7

upvoted 3 articles about 1 month ago

Article

Space secrets security update

May 31

• 50

Article

AI has a problem with objectifying women

•

May 24

• 54

Article

Let's talk about LLM evaluation

•

May 23

• 92

upvoted 3 collections about 2 months ago

CommonCanvas

Collection

Collection of models trained on the CommonCatalogue datasets • 8 items • Updated May 16 • 6

CommonCatalog

Collection

Common Catalog, a dataset with Creative Commons licensed images and machine-generated caption pairs • 8 items • Updated May 16 • 12

Wikimedia Datasets

Collection

Wikimedia datasets, across languages and modalities, from different Wikimedia projects, on the hub. Not all tested. • 19 items • Updated May 16 • 9

upvoted an article about 2 months ago

Article

Energy Star Ratings for AI Models

•

May 9

• 19

upvoted an article 2 months ago

Article

⚗️ 🧑🏼‍🌾 Let's grow some Domain Specific Datasets together

•

Apr 29

• 27

upvoted an article 3 months ago

Article

Releasing Youtube-Commons: a massive open corpus for conversational and multimodal data

•

Apr 18

• 20

upvoted a paper 3 months ago

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Paper • 2404.08197 • Published Apr 12 • 26

upvoted 3 articles 3 months ago

Article

Vision Language Models Explained

Apr 11

• 114

Article

Policy Questions Blog 1: AI Data Transparency Remarks for NAIAC Panel 📚🔍⚖️

•

Mar 27

• 2

Article

Public Policy at Hugging Face

Apr 8

• 17

upvoted 2 collections 3 months ago

Creación de corpus en comunidad

Collection

Colección de esfuerzos colaborativos para crear corpus en español de calidad. Toda persona hispanohablante puede contribuir :) • 7 items • Updated May 6 • 6

Common Corpus

Collection

The largest public domain dataset for training LLMs. • 27 items • Updated 16 days ago • 107

upvoted 3 collections 4 months ago

Chronos Models & Datasets

Collection

Chronos: Pretrained (language) models for time series forecasting based on the T5 architecture. • 8 items • Updated 5 days ago • 26

MetricX-23

Collection

A collection of MetricX-23 models (https://aclanthology.org/2023.wmt-1.63/) • 6 items • Updated 6 days ago • 13

Awesome Document AI

Collection

A collection of open-source document AI 📄 📝 📈 • 27 items • Updated Mar 11 • 41

upvoted a paper 4 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 126

upvoted 2 collections 4 months ago

🇮🇹 Italian NLP Resources

Collection

Collection of models, datasets and demos relevant to Italian NLP 🇮🇹 • 189 items • Updated 1 day ago • 18

Nomic Embed

Collection

Open Source Long Context Text Embedders • 8 items • Updated Feb 14 • 9

upvoted 6 collections 5 months ago

Sora Reference Papers

Collection

A collection of all papers referenced in OpenAI's "Video generation models as world simulators" technical report • openai.com/sora • 30 items • Updated Feb 20 • 51

GritLM

Collection

Generative Representational Instruction Tuning (GRIT) • 64 items • Updated Apr 17 • 5

⛔️🔦 Provenance, Watermarking & Deepfake Detection

Collection

Technical tools for more control over non-consensual synthetic content • 14 items • Updated Apr 1 • 37

Historic Newsaper Datasets

Collection

Historic Newspaper Datasets on the Hub • 13 items • Updated May 2 • 3

🔍 Daily Picks in Interpretability & Analysis of LMs

Collection

Outstanding research in interpretability and evaluation of language models, summarized • 59 items • Updated about 12 hours ago • 67

WAVES

Collection

Benchmarking the Robustness of Image Watermarks. Under development. Data will be released soon. • 2 items • Updated Jan 24 • 2

upvoted a collection 6 months ago

Zeroshot Classifiers

Collection

These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 11 items • Updated Apr 3 • 84

upvoted 2 collections 7 months ago

Korean Datasets I've released so far.

Collection

지금까지 업로드한 한국어 데이터셋 콜렉션입니다. • 8 items • Updated May 24 • 15

Tulu V2 Suite

Collection

The set of models associated with the paper "Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2" • 19 items • Updated 22 days ago • 43

upvoted 6 collections 8 months ago

Radiology

Collection

7 items • Updated Nov 7, 2023 • 5

Custom Components ✨

Collection

Awesome gradio custom components to get you started build your own! • 7 items • Updated Nov 20, 2023 • 33

Reward models on the hub

Collection

UNMAINTAINED: See RewardBench... A place to collect reward models, an often not released artifact of RLHF. • 18 items • Updated Apr 13 • 24

Biomedical Demos

Collection

Some of my favorite biomedical demos • 8 items • Updated Dec 1, 2023 • 2

Medical QA Datasets

Collection

A collection of medical question answering (QA) datasets • 19 items • Updated Oct 31, 2023 • 16

Leaderboards and benchmarks ✨

Collection

Cool leaderboard spaces collection for models across modalities! Text, vision, audio, ... • 64 items • Updated 22 days ago • 69

upvoted a paper 8 months ago

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Paper • 2302.10893 • Published Feb 7, 2023 • 6

upvoted 2 collections 8 months ago

AI Ethics projects in Spanish

Collection

Datasets, models and spaces related to hate speech detection and bias evaluation in Spanish. • 17 items • Updated Apr 13 • 6

Resources: Bias, Stereotypes, and Representational Harms

Collection

Linking collected resources for this category that have a dataset, model, or demo on Hugging Face or a paper on ArXiv (inked through Hugging Face) • 20 items • Updated Feb 17 • 1

Yacine Jernite

AI & ML interests

Articles

Ethics and Society Newsletter #6: Building Better AI: The Importance of Data Quality

Public Policy at Hugging Face

Policy Questions Blog 1: AI Data Transparency Remarks for NAIAC Panel 📚🔍⚖️

AI Watermarking 101: Tools and Techniques

📚 Training Data Transparency in AI: Tools, Trends, and Policy Recommendations 🗳️

Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model

AI Policy @🤗: Open ML Considerations in the EU AI Act

AI Policy @🤗: Response to the U.S. NTIA's Request for Comment on AI Accountability

Hugging Face Selected for the French Data Protection Agency Enhanced Support Program

Ethics and Society Newsletter #3: Ethical Openness at Hugging Face

Ethics and Society Newsletter #2: Let's talk about bias!

Putting ethical principles at the core of research lifecycle

Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets

Organizations

yjernite's activity

BM25 for Python: Achieving high performance while simplifying dependencies with *BM25S*⚡

AI Policy @🤗: Open ML Considerations in the EU AI Act

📚 Training Data Transparency in AI: Tools, Trends, and Policy Recommendations 🗳️

Ethics and Society Newsletter #6: Building Better AI: The Importance of Data Quality

Introducing Synthetic Data Workshop: Your Gateway to Easy Synthetic Dataset Creation

Data Is Better Together: A Look Back and Forward

Open-source embeddings and LLMs outperform Gemini and OpenAI for Web Navigation while being faster and cheaper

BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks

Unveiling CIVICS: A New Dataset for Examining Cultural Values in Language Models

Making sense of this mess

Reports on the Hub: A First Look at Self-governance in Open Source AI Development

How to build an interactive HF Space to visualize an Image Dataset

How to directly access 150k+ Hugging Face Datasets with DuckDB and query using GPT-4o

Wikipedia's Treasure Trove: Advancing Machine Learning with Diverse Data

Space secrets security update

AI has a problem with objectifying women

Let's talk about LLM evaluation

Energy Star Ratings for AI Models

⚗️ 🧑🏼‍🌾 Let's grow some Domain Specific Datasets together

Releasing Youtube-Commons: a massive open corpus for conversational and multimodal data

Vision Language Models Explained

Policy Questions Blog 1: AI Data Transparency Remarks for NAIAC Panel 📚🔍⚖️

Public Policy at Hugging Face

BM25 for Python: Achieving high performance while simplifying dependencies with BM25S⚡