TrackioApp

Live on the Trackio repo!

We just released Gradio 6.15 with a big change: a Node-based proxy server to Gradio apps When server-side rendering is enabled, we have a smart router which reduces the load on the main FastAPI server significantly, which means that Gradio apps with many concurrent users will now feel much faster. No code changes needed. Enjoy!

You can now log Traces with Trackio! Local-first, lightweight, agent-friendly, and free 😋

Our primary goal with @TrackioApp right now is data integrity at very, very high throughputs. So if you (or your agents) are running many ML experiments, you can be sure your logs are saved whether that's local or pushed to Spaces!

We just released @TrackioApp 0.17, with a major focus on throughput! In my tests, you should be able to 1000 metrics every ~4 seconds when pushing to Spaces, and basically unlimited throughput when logging locally. 𝚞𝚟 𝚙𝚒𝚙 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 --𝚞𝚙𝚐𝚛𝚊𝚍𝚎 𝚝𝚛𝚊𝚌𝚔𝚒𝚘

We adapted @Karpathy's autoresearch example to add Trackio logging and alerts so that the agent terminates early if metrics are going in the wrong direction. Seems to help converge ~30% faster:

All this through a new Python library called daggr!🔥 Build AI workflows that can connect ML models, custom Python functions, and AI apps together🤯

Trackio Python client for managing runs coming soon!

For Track 1 and Sponsor award winners, check out this thread too ⬇️ x.com/Gradio/status/…

🏆 MCP 1st Birthday Hackathon Track 2 Winners We're thrilled to announce the winners of the Building MCP track. Thanks to everyone who participated! The Gradio team is amazed at how creative the submissions were and how much effort everyone put into them 🤗

You can now use Trackio from Go, Rust, or JavaScript! Thanks to @vaibhav13680495 for the great PR 🥳

Your @TrackioApp dashboards are going to be looking much prettier, thanks to Gradio 6!

A handly little badge for your @TrackioApp projects: raw.githubusercontent.com/gradio-app/tra…

In the near future, most models will be trained and metrics will be tracked autonomously by agents, so that's why we're adding a complete CLI interface to @TrackioApp!

With Neptune acquired by OpenAI and W&B by Coreweave, it's important that your experiment tracking libraries are open, free, and forever yours. That's why we built @TrackioApp, a local-first library with the same API as W&B, just: 𝚒𝚖𝚙𝚘𝚛𝚝 𝚝𝚛𝚊𝚌𝚔𝚒𝚘 𝚊𝚜 𝚠𝚊𝚗𝚍𝚋

7000+ devs at MCP's Birthday Hackathon! But here's what smart participants know: The special awards have way better odds than the main tracks. - $2,500 cash from Modal, Blaxel - 1-year ChatGPT Pro from OpenAI - $30K in Google Gemini credits - AirPods 4 Pro from ElevenLabs

Trackio is really progressing quickly.

🎂 MCP turns 1 on Nov 25 We're throwing it the biggest birthday party in AI history @AnthropicAI + Gradio are bringing together thousands of developers for 17 days of building MCP servers and Agentic apps $500K+ free credits for participants. $17.5K+ in cash prizes. Nov 14-30

And here's how it looks, all running locally and for free 😘