Soran Ghaderi
soranghaderi.bsky.social
Soran Ghaderi
@soranghaderi.bsky.social
Looking for a PhD position | Researching generalisation and reasoning 🧠💻 (EBMs) | MSc in AI
@uni_of_essex


GitHub: github.com/soran-ghaderi | TransformerX/torchEBM libraries
Website: https://soran-ghaderi.github.io/
Watch this mini energy-based model learning a Gaussian mixture distribution! ✨

📌 This is the first model trained using #TorchEBM

- The probability density (blue colors) learned by the EBM sharpens around the white circles.
- Red dots get closer to the GM dist.

Link 👇

#EBM #GenerativeAI
April 13, 2025 at 9:13 PM
Built using #TorchEBM library! 🔥

This example shows the basics; more details soon!

For training EBMs in #PyTorch:

Repo: github.com/soran-ghader...

Docs: soran-ghaderi.github.io/torchebm/

#EBM #OpenSource #DeepLearning #GenerativeAI
April 13, 2025 at 9:11 PM
soran-ghaderi.github.io/torchebm/lat...

#TorchEBM
⚡ Energy-Based Modeling library for PyTorch, offering tools for 🔬 sampling, 🧠 inference, and 📊 learning in complex distributions.

Getting Started

Start using TorchEBM in minutes with our quick installation and setup guide.

Getting Started
TorchEBM Docs - TorchEBM
Energy-Based Modeling library for PyTorch
soran-ghaderi.github.io
April 6, 2025 at 2:19 PM
Redirecting
soran-ghaderi.github.io
March 15, 2025 at 9:51 PM
By Brirush - Own work, CC BY-SA 3.0,
commons.wikimedia.org/w/index.php?...
File:BigPlatoBig.png - Wikimedia Commons
commons.wikimedia.org
March 15, 2025 at 3:08 AM