Marcos Villagra
@mdvillagra24
Research engineer @BagelOpenAI
Thank you all for the incredible turnout at ICML! It was an absolute pleasure connecting with so many of you during our paper presentation, at our exhibitor booth, and at the exclusive distributed ML mixer. See you all next time, with more frontier distributed ML research and…
We’re excited to share that Bagel Labs is one of the official ICML exhibitors! Next week, the Bagel team will be exhibiting novel research, participating in poster sessions, and hosting a special side event at ICML, Vancouver. See below to find out where you can find us!
Can you guess which new model is coming to Bakery by Bagel next? Here’s a batch of fun music experiments and prompt shares using the soon-to-be-added community favorite!🥯 Prompt: a synthwave retro futuristic bagel music video, bright orange with DVD scanlines and authentic…
We’re excited to share that Bagel Labs is one of the official ICML exhibitors! Next week, the Bagel team will be exhibiting novel research, participating in poster sessions, and hosting a special side event at ICML, Vancouver. See below to find out where you can find us!
We’re launching Tiny Tool Use. An intentionally tiny open-source library designed for training open-source LLMs in tool usage. Tool-aware LLMs turn text into real-world actions. Which unlocks autonomous decision making for robotics and general infrastructure use. Tiny Tool Use…
We're excited to share that our zkLoRA paper will be presented at the Open Source Development Workshop at ICML 2025. One of the first zero-knowledge verification works ever at ICML. We believe it's impossible for decentralized, collaborative training systems to work under…
Planet scale distributed learning at real-time verification. Stay tuned for announcement tomorrow.
zkLoRA v0.2 is out! zkLoRA is the first ever open-source framework that lets many parties train or serve a model while everyone can verify steps with zero-knowledge proofs in real time. What's new in this update, - The new version adds polynomial commitments for every single…
In 2024, zero knowledge verification for machine learning seemed impossible. The latency overhead was too high. We did multiple research reports on it. But, it is 2025. The year of AGI. And, we have made it possible. Today, we open source our original research, ZKLoRA. A zero…
The @BagelOpenAI-Filecoin integration is designed to support AI workloads through encrypted compute and data privacy mechanisms, including differential privacy and zero-knowledge proofs, without compromising performance.
Bagel Labs research blog is read across 137 countries & 49 U.S. states. 🌎 Some of the most popular posts from our blog. ⤵️
Full house in Toronto. 🥯 At our event @consensus we shared the importance of open super intelligence with the decentralized AI community.
Orbit into Friday's Bagel Breakfast @consensus2025 Taste the best bagels in Toronto and dive into how to contribute to, and earn from, open-source AI models Sign up from the link in comments.
Join the Bagel Communion this Friday in Toronto. We will discuss the best bagels, open source AI and globally distributed model training. Link in the comments.
🧵Return on Experience (RoE): A new benchmark for RL TL;DR: A new benchmark called RoE (Return on Experience) compresses sample-efficiency into a single metric, tracking how much real-world progress an RL agent makes per interaction. RoE could forecast progress across AI systems
We slipped some gated alpha in your @token2049 welcome bag. If you find the bake, take a bite.