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Nov 7, 2025
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Update talk links to PTC version #1094

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10 changes: 5 additions & 5 deletions README.md
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<img src="docs/_static/helion_nobackground.png" alt="Helion Logo" width="250"/>
</div>

# News
# Events

- **Oct. 21, 2025**: Talk at [2025 Triton Developer Conference](https://tritonconference.eventbuilder.com/TritonDeveloperConference?ref=TritonDeveloperConference) - Helion: A Higher-level DSL for Kernel Authoring
- **Oct. 22, 2025**: [Meet the Developers of PyTorch Compiler and Helion](https://pytorchconference.sched.com/event/27QN9/meet-the-developers-of-pytorch-compiler-and-helion?iframe=no) at PyTorch Conference 2025
- **Oct. 23, 2025**: Talk at PyTorch Conference 2025 - [Helion: A High-level DSL for Kernel Authoring](https://pytorchconference.sched.com/event/27QDl/helion-a-high-level-dsl-for-kernel-authoring-jason-ansel-meta?iframe=no)
- **Dec. 11, 2025**: PyTorch Webinar - [Inside Helion: Live Q&A with the Developers](https://pytorch.org/event/inside-helion-live-qa/)

# About

📚 **[View Documentation](https://helionlang.com)** 📚 | 🎥 **[Watch Talk](https://youtu.be/UDqg5WrgT6U?si=-IlKLavNuiGOef5k)** 🎥 | 🚀 **[Try In Colab](https://colab.research.google.com/github/pytorch/helion/blob/main/notebooks/softmax.ipynb)** 🚀 | **[Try In AMD DevCloud](https://amd-ai-academy.com/github/pytorch/helion/blob/main/notebooks/softmax.ipynb)**
📚 **[View Documentation](https://helionlang.com)** 📚 |
🎥 **[Watch Talk](https://youtu.be/BW-Ht-5IxgM)** 🎥 |
🚀 **[Try In Colab](https://colab.research.google.com/github/pytorch/helion/blob/main/notebooks/softmax.ipynb)** 🚀 |
**[Try In AMD DevCloud](https://amd-ai-academy.com/github/pytorch/helion/blob/main/notebooks/softmax.ipynb)**

**Helion** is a Python-embedded domain-specific language (DSL) for
authoring machine learning kernels, designed to compile down to [Triton],
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4 changes: 4 additions & 0 deletions docs/index.md
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Expand Up @@ -73,6 +73,10 @@ portable between different hardware. Helion automates and autotunes over:

Try our [interactive demo notebook](https://github.com/pytorch/helion/blob/main/notebooks/softmax.ipynb) to see Helion in action! The notebook demonstrates softmax kernel implementations and runs directly in Google Colab on a GPU.

## Watch Our Talk Recording

Watch the [PyTorch Conference 2025 Helion talk](https://youtu.be/BW-Ht-5IxgM).

## Example

A minimal matrix multiplication kernel in Helion looks like this:
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