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phildini
@phildini@wandering.shop  ·  activity timestamp 4 weeks ago

Keynote: The Building Blocks of Agentic AI with Joe Spisak from Meta #PyTorchCon

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phildini
@phildini@wandering.shop replied  ·  activity timestamp 4 weeks ago

How does Meta think about #PyTorch dev? 3 Guiding Principles:

- PyTorch Native
- Built for Scale
- Heterogeneous Hardware Ready

#PyTorchCon

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phildini
@phildini@wandering.shop replied  ·  activity timestamp 4 weeks ago

Meta released 6 blog posts this morning about their ML projects in the PyTorch space, about projects like ExecuTorch, Monarch Notebooks, etc

(I'll try to add links later)

#PyTorchCon

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phildini
@phildini@wandering.shop replied  ·  activity timestamp 4 weeks ago

ExecuTorch -- E2E solution for on-device AI
TorchForge -- PyTorch-native agentic RP library
Monarch -- Distributed programming framework
Helion -- DSL with autotuning to write kernels in less lines of code faster
Torchcomms -- Unified API for for fault-tolerant distributed communication

#PyTorchCon

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Jonathan Yu
@jawnsy@mastodon.social replied  ·  activity timestamp 4 weeks ago

@phildini Joe Spisak shared a great summary on LinkedIn this morning: https://www.linkedin.com/posts/jspisak_the-building-blocks-of-agentic-ai-im-activity-7386784810872049664-ApBr/

Here are the links:

* ExecuTorch: https://pytorch.org/blog/introducing-executorch-1-0/
* Torchforge: https://pytorch.org/blog/introducing-torchforge/
* Monarch: https://pytorch.org/blog/introducing-pytorch-monarch/
* Helion: https://pytorch.org/blog/helion/
* Torchcomms: https://pytorch.org/blog/torchcomms/

torchcomms: a modern PyTorch communications API – PyTorch

Helion: A High-Level DSL for Performant and Portable ML Kernels – PyTorch

Introducing PyTorch Monarch – PyTorch

Introducing torchforge – a PyTorch native library for scalable RL post-training and agentic development – PyTorch

Introducing ExecuTorch 1.0: Powering the next generation of edge AI – PyTorch

The Building Blocks of Agentic AI..

I'm super proud of the work our team has done over the past year - rethinking and reimagining our AI stack from scratch has not been easy but we wanted to focus… | Joseph Spisak

The Building Blocks of Agentic AI.. I'm super proud of the work our team has done over the past year - rethinking and reimagining our AI stack from scratch has not been easy but we wanted to focus on three things: 1. Being PyTorch Native - PyTorch after all is the open language of AI! 2. Building for scale - it take scale on all axes to achieve super intelligence.. 3. Hardware heterogeneity - it's increasingly important from cloud to device to support hardware from many different places. ExecuTorch 1.0:  End-to-end solution for on-device AI inference 👉 Blog: https://lnkd.in/gmTZKYzw Torchforge: PyTorch-native agentic RL library that lets you focus on algorithms—not infra 👉 Blog: https://lnkd.in/g3G4W_N6 Monarch: Distributed programming framework that reimagines cluster-scale execution and orchestration with a focus on developer simplicity 👉 Blog: https://lnkd.in/gWF4ERNp Helion: PyTorch native DSL with autotuning that dramatically reduces the amount of code developers need to write to build advanced kernels for heterogeneous hardware. 👉 Blog: https://lnkd.in/g3_GsxU7 Torchcomms:  Unified API and PyTorch-native library designed to provide robust, fault-tolerant distributed communication at near-infinite scale. 👉 Blog: https://lnkd.in/gD7yz_RU It's super early and a lot of the projects are at an early stage - but it's exciting that we can share all of this in the open with you all and collaborate. We look forward to building this stack together with you!! P.S. For the folks at the AI infra workshop yesterday that made some wishes - I hope they've now come true.. Learn more at meta-pytorch.org.. Cheers!
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