# Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face

DevFeed: [Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face](<https://devfeed.tech/articles/introducing-trackio-a-lightweight-experiment-tracking-library-from-hugging-face-7525.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/trackio>)

Author: Abubakar Abid; Zach Nation; Nouamane Tazi; Sasha Luccioni; Quentin Gallouédec

Published: 2025-07-29T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [hugging face](<https://devfeed.tech/topics/hugging-face.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Python](<https://devfeed.tech/topics/python.md>), [gradio](<https://devfeed.tech/topics/gradio.md>), [spaces](<https://devfeed.tech/topics/spaces.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [apis](<https://devfeed.tech/tags/apis.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [blog](<https://devfeed.tech/tags/blog.md>), [data](<https://devfeed.tech/tags/data.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gradio](<https://devfeed.tech/tags/gradio.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [library](<https://devfeed.tech/tags/library.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [model](<https://devfeed.tech/tags/model.md>), [open](<https://devfeed.tech/tags/open.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [performance](<https://devfeed.tech/tags/performance.md>), [python](<https://devfeed.tech/tags/python.md>), [research](<https://devfeed.tech/tags/research.md>), [science](<https://devfeed.tech/tags/science.md>), [spaces](<https://devfeed.tech/tags/spaces.md>), [tools](<https://devfeed.tech/tags/tools.md>), [training](<https://devfeed.tech/tags/training.md>)

## AI overview

Hugging Face introduces Trackio, an open-source Python library for lightweight experiment tracking. It records machine learning metrics, parameters, hyperparameters, tensors, and GPU energy usage, then visualizes the results through a local Gradio dashboard that can be synchronized to Hugging Face Spaces for sharing.

## Source excerpt

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