entity

Hugging Face

Also known as: HuggingFace, Huggingface

Facts (15)

Sources

Survey and analysis of hallucinations in large language models frontiersin.org Frontiers Sep 29, 2025 3 facts

claimOpen-source toolkits such as Haystack and RAG pipelines in HuggingFace enable the implementation of retrieval-augmented generation (RAG) at no cost.

procedureThe inference pipeline for the study used the HuggingFace transformers text-generation library and was executed in environments including Google Colab Pro (T4/A100), Kaggle GPU notebooks, and a local server with 8 × A6000 GPUs (48 GB VRAM per GPU).

procedureThe experimental pipeline evaluates hallucinations in open-source LLMs by integrating benchmark datasets, varied prompt strategies (zero-shot, few-shot, CoT), and text generation via HuggingFace.

EdinburghNLP/awesome-hallucination-detection - GitHub github.com GitHub 2 facts

referenceThe Google True Teacher Model is a resource available on HuggingFace for hallucination detection.

referenceThe Hallucination Evaluation Model is a resource available on HuggingFace for hallucination detection.

vectara/hallucination-leaderboard - GitHub github.com Vectara 2 facts

referenceThe Vectara hallucination leaderboard integrates DeepSeek V3, DeepSeek V3.1, DeepSeek V3.2-Exp, and DeepSeek R1 via the Hugging Face inference provider.

claimThe HHEM-2.1-Open model is an open-source variant of the Vectara hallucination detection model available on Hugging Face and Kaggle.

Cyber Insights 2025: Open Source and Software Supply Chain ... securityweek.com SecurityWeek Jan 15, 2025 1 fact

claimOpen-source AI models, such as those available on platforms like Hugging Face, carry risks similar to traditional open-source software because they are community-driven and developed.

What is Open Source Software? - HotWax Systems hotwaxsystems.com HotWax Systems Aug 11, 2025 1 fact

referenceThe Transformers library by Hugging Face provides access to pretrained models and training APIs.

The Synergy of Symbolic and Connectionist AI in LLM-Empowered ... arxiv.org arXiv Jul 11, 2024 1 fact

referenceYongliang Shen et al. published 'Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face' in Advances in Neural Information Processing Systems, 36, in 2024.

LLM Hallucination Detection and Mitigation: State of the Art in 2026 zylos.ai Zylos Jan 27, 2026 1 fact

referenceFrancesca Tabor authored a resource regarding the integration of Hugging Face models with LangKit for monitoring and evaluation.

What Is Open Source Software? - IBM ibm.com IBM 1 fact

claimIBM Granite AI models are available under Apache 2.0 licenses on Hugging Face and GitHub, providing performance comparable to larger systems while requiring fewer computing resources.

Policymakers Overlook How Open Source AI Is Reshaping ... techpolicy.press Lucie-Aimée Kaffee, Shayne Longpre · Tech Policy Press Dec 9, 2025 1 fact

referenceLucie-Aimée Kaffee and Shayne Longpre analyzed longitudinal data on global model downloads from the Hugging Face ecosystem to empirically assess how AI is adopted and integrated into products and services.

Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS 1 fact

measurementSiyan Zhao, Daniel Israel, Guy Van den Broeck, and Aditya Grover report that the prepacking method achieves significant speed and memory efficiency improvements compared to default padding-based prefilling in Huggingface across various base model configurations and inference scenarios.

bureado/awesome-software-supply-chain-security - GitHub github.com GitHub 1 fact

referenceThe 'trustification/AIBOM-generator' project generates AI Bills of Materials for Hugging Face models, documenting the provenance and dependencies of AI models.