# Modular

**URL:** https://forum.modular.com/c/modular/22.md?page=2

[Latest](https://forum.modular.com/latest.md) · [Categories](https://forum.modular.com/categories.md) · [Tags](https://forum.modular.com/tags.md)

**Page:** 3

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## [Modular: Modular 25.4: One Container, AMD and NVIDIA GPUs, No Lock-In](https://forum.modular.com/t/modular-modular-25-4-one-container-amd-and-nvidia-gpus-no-lock-in/1680)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 18, 2025, 4:28pm UTC](https://forum.modular.com/t/modular-modular-25-4-one-container-amd-and-nvidia-gpus-no-lock-in/1680 "2025-06-18T16:28:55Z")

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Modular 25.4: One Container, AMD and NVIDIA GPUs, No Lock-In This is a companion discussion topic for the original entry at https://www.modular.com/blog/modular-25-4-one-container-amd-and-nvidia-gpus-no-lock-in

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## [Modular 25.4: One Container, AMD and NVIDIA GPUs, No Lock-In](https://forum.modular.com/t/modular-25-4-one-container-amd-and-nvidia-gpus-no-lock-in/1679)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 18, 2025, 4:16pm UTC](https://forum.modular.com/t/modular-25-4-one-container-amd-and-nvidia-gpus-no-lock-in/1679 "2025-06-18T16:16:08Z")

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What if you could run the same code on AMD and NVIDIA with zero code changes? With Modular Platform 25.4, that vision is now a reality! :tada: We’re proud to announce our official partnership with AMD, bringing full…

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## [Modular Hack Weekend: GPU Programming Workshop](https://forum.modular.com/t/modular-hack-weekend-gpu-programming-workshop/1652)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 13, 2025, 5:33pm UTC](https://forum.modular.com/t/modular-hack-weekend-gpu-programming-workshop/1652 "2025-06-13T17:33:45Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=BBhZ9Ltpmdw

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## [MAX: High Performance Serving for AMD and NVIDIA](https://forum.modular.com/t/max-high-performance-serving-for-amd-and-nvidia/1650)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 12, 2025, 7:23pm UTC](https://forum.modular.com/t/max-high-performance-serving-for-amd-and-nvidia/1650 "2025-06-12T19:23:46Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=DCAMCzRXGQ4

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## [The Future of Compute Portability](https://forum.modular.com/t/the-future-of-compute-portability/1632)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 10, 2025, 5:37pm UTC](https://forum.modular.com/t/the-future-of-compute-portability/1632 "2025-06-10T17:37:21Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=TrBXHPGRlnQ

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## [Modular: Modular + AMD: Unleashing AI performance on AMD GPUs](https://forum.modular.com/t/modular-modular-amd-unleashing-ai-performance-on-amd-gpus/1631)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 10, 2025, 5:37pm UTC](https://forum.modular.com/t/modular-modular-amd-unleashing-ai-performance-on-amd-gpus/1631 "2025-06-10T17:37:20Z")

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Modular + AMD: Unleashing AI performance on AMD GPUs This is a companion discussion topic for the original entry at https://www.modular.com/blog/modular-x-amd-unleashing-ai-performance-on-amd-gpus

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## [Modular: Introducing Mammoth: Enterprise-Scale GenAI Deployments Made Simple](https://forum.modular.com/t/modular-introducing-mammoth-enterprise-scale-genai-deployments-made-simple/1630)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 10, 2025, 4:06pm UTC](https://forum.modular.com/t/modular-introducing-mammoth-enterprise-scale-genai-deployments-made-simple/1630 "2025-06-10T16:06:19Z")

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Introducing Mammoth: Enterprise-Scale GenAI Deployments Made Simple This is a companion discussion topic for the original entry at https://www.modular.com/blog/introducing-mammoth-enterprise-scale-genai-deployments-mad…

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## [Mark your calendars! 📅 Modular Hack Weekend is June 27–29th](https://forum.modular.com/t/mark-your-calendars-modular-hack-weekend-is-june-27-29th/1577)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 2, 2025, 8:20pm UTC](https://forum.modular.com/t/mark-your-calendars-modular-hack-weekend-is-june-27-29th/1577 "2025-06-02T20:20:15Z")

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Mark your calendars! :date: Modular Hack Weekend is June 27–29th. Build Mojo kernels, MAX Graph model architectures, and PyTorch custom ops. Join us in Los Altos or online for a GPU programming workshop to kick off. Part…

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## [Modular Tech Talk: MAX Pipelines Architecture](https://forum.modular.com/t/modular-tech-talk-max-pipelines-architecture/1575)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 2, 2025, 5:52pm UTC](https://forum.modular.com/t/modular-tech-talk-max-pipelines-architecture/1575 "2025-06-02T17:52:04Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=6hqMFXbugGo

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## [Mark your calendars! 📅 Modular Hack Weekend is June 27–29th](https://forum.modular.com/t/mark-your-calendars-modular-hack-weekend-is-june-27-29th/1574)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [June 2, 2025, 5:46pm UTC](https://forum.modular.com/t/mark-your-calendars-modular-hack-weekend-is-june-27-29th/1574 "2025-06-02T17:46:54Z")

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Join us for a weekend of building with Mojo and MAX! You’ll have the opportunity to create custom kernels, build new MAX Graph model architectures, and develop PyTorch custom ops. We’ll kick things off with a GPU pro…

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## [MAX AI Kernels are now open for contributions 🎉](https://forum.modular.com/t/max-ai-kernels-are-now-open-for-contributions/1567)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 1\
**Last updated:** [June 1, 2025, 3:00pm UTC](https://forum.modular.com/t/max-ai-kernels-are-now-open-for-contributions/1567 "2025-06-01T15:00:06Z")

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As of today, we’re officially accepting community contributions to the MAX AI Kernels! These kernels are a core part of Mojo and MAX, powering high-performance CPU and GPU operations across the stack. If you’re interest…

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## [Modular: Modverse #48: Modular Platform 25.3, MAX AI Kernels, and the Modular GPU Kernel Hackathon](https://forum.modular.com/t/modular-modverse-48-modular-platform-25-3-max-ai-kernels-and-the-modular-gpu-kernel-hackathon/1542)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 29, 2025, 5:34pm UTC](https://forum.modular.com/t/modular-modverse-48-modular-platform-25-3-max-ai-kernels-and-the-modular-gpu-kernel-hackathon/1542 "2025-05-29T17:34:42Z")

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Modverse #48: Modular Platform 25.3, MAX AI Kernels, and the Modular GPU Kernel Hackathon This is a companion discussion topic for the original entry at https://www.modular.com/blog/modverse-48

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## [Exploring Metaprogramming in Mojo](https://forum.modular.com/t/exploring-metaprogramming-in-mojo/1531)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 1\
**Last updated:** [May 28, 2025, 5:28pm UTC](https://forum.modular.com/t/exploring-metaprogramming-in-mojo/1531 "2025-05-28T17:28:13Z")

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This guest post is by @bgreni, a C++ developer working in cardiac image processing and an active contributor to the Mojo standard library. He maintains two open-source Mojo libraries: EmberJSON, a pure Mojo JSON parse…

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## [Introduction to Programming GPUs using Custom Operations with MAX - Part 3: Mandelbrot](https://forum.modular.com/t/introduction-to-programming-gpus-using-custom-operations-with-max-part-3-mandelbrot/1502)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 23, 2025, 7:02pm UTC](https://forum.modular.com/t/introduction-to-programming-gpus-using-custom-operations-with-max-part-3-mandelbrot/1502 "2025-05-23T19:02:31Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=694uegmao1o

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## [Community Meeting #16: Modular Platform 25.3 and Mojo roadmap](https://forum.modular.com/t/community-meeting-16-modular-platform-25-3-and-mojo-roadmap/1490)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 21, 2025, 2:52pm UTC](https://forum.modular.com/t/community-meeting-16-modular-platform-25-3-and-mojo-roadmap/1490 "2025-05-21T14:52:25Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=-MNPowZ7xYE

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## [Modular: Modular GPU Kernel Hackathon Highlights: Innovation, Community, & Mojo🔥](https://forum.modular.com/t/modular-modular-gpu-kernel-hackathon-highlights-innovation-community-mojo/1484)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 20, 2025, 6:47pm UTC](https://forum.modular.com/t/modular-modular-gpu-kernel-hackathon-highlights-innovation-community-mojo/1484 "2025-05-20T18:47:42Z")

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Modular GPU Kernel Hackathon Highlights: Innovation, Community, & Mojo​:fire: This is a companion discussion topic for the original entry at https://www.modular.com/blog/modular-gpu-kernel-hackathon

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## [Modular Tech Talk: Kernel Programming and Mojo 🔥](https://forum.modular.com/t/modular-tech-talk-kernel-programming-and-mojo/1456)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 15, 2025, 5:11pm UTC](https://forum.modular.com/t/modular-tech-talk-kernel-programming-and-mojo/1456 "2025-05-15T17:11:57Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=Invd\_dxC2RU

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## [Claude On Three Accelerators: Simon Boehm and Sasha Krassovsky at the Modular GPU Kernel Hackathon](https://forum.modular.com/t/claude-on-three-accelerators-simon-boehm-and-sasha-krassovsky-at-the-modular-gpu-kernel-hackathon/1452)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 14, 2025, 9:44pm UTC](https://forum.modular.com/t/claude-on-three-accelerators-simon-boehm-and-sasha-krassovsky-at-the-modular-gpu-kernel-hackathon/1452 "2025-05-14T21:44:23Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=-k6yikkxQqI

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## [Triton\_lite, a Triton clone in Mojo: Jeff Niu at the Modular GPU Kernel Hackathon](https://forum.modular.com/t/triton-lite-a-triton-clone-in-mojo-jeff-niu-at-the-modular-gpu-kernel-hackathon/1450)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 14, 2025, 7:44pm UTC](https://forum.modular.com/t/triton-lite-a-triton-clone-in-mojo-jeff-niu-at-the-modular-gpu-kernel-hackathon/1450 "2025-05-14T19:44:05Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=zUwyO2PZisw

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## [A Hundred PyTorch Backends: Mark Saroufim at the Modular GPU Kernel Hackathon](https://forum.modular.com/t/a-hundred-pytorch-backends-mark-saroufim-at-the-modular-gpu-kernel-hackathon/1449)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 14, 2025, 6:35pm UTC](https://forum.modular.com/t/a-hundred-pytorch-backends-mark-saroufim-at-the-modular-gpu-kernel-hackathon/1449 "2025-05-14T18:35:05Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=OJG2k0vVjP4

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## [Talk recordings from the Modular GPU Kernel Hackathon: Chris Lattner and Ramine Roane](https://forum.modular.com/t/talk-recordings-from-the-modular-gpu-kernel-hackathon-chris-lattner-and-ramine-roane/1446)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 14, 2025, 1:14am UTC](https://forum.modular.com/t/talk-recordings-from-the-modular-gpu-kernel-hackathon-chris-lattner-and-ramine-roane/1446 "2025-05-14T01:14:37Z")

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Missed the Modular GPU Kernel Hackathon? You’re in luck — the first two talk recordings are now live on YouTube. :eyes: First, Chris Lattner kicks things off with a look at the challenges AI developers face today and wh…

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## [Open GenAI on AMD: Ramine Roane at the Modular GPU Kernel Hackathon](https://forum.modular.com/t/open-genai-on-amd-ramine-roane-at-the-modular-gpu-kernel-hackathon/1444)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 13, 2025, 1:45pm UTC](https://forum.modular.com/t/open-genai-on-amd-ramine-roane-at-the-modular-gpu-kernel-hackathon/1444 "2025-05-13T13:45:26Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=bq4i\_D2xjK8

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## [Democratizing AI compute together: Chris Lattner at the Modular GPU Kernel Hackathon](https://forum.modular.com/t/democratizing-ai-compute-together-chris-lattner-at-the-modular-gpu-kernel-hackathon/1441)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 12, 2025, 10:55pm UTC](https://forum.modular.com/t/democratizing-ai-compute-together-chris-lattner-at-the-modular-gpu-kernel-hackathon/1441 "2025-05-12T22:55:01Z")

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This is a companion discussion topic for the original entry at https://www.youtube.com/watch?v=-zpsg72FcCc

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## [The Modular GPU Kernel Hackathon highlight reel just dropped!](https://forum.modular.com/t/the-modular-gpu-kernel-hackathon-highlight-reel-just-dropped/1440)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 12, 2025, 10:15pm UTC](https://forum.modular.com/t/the-modular-gpu-kernel-hackathon-highlight-reel-just-dropped/1440 "2025-05-12T22:15:18Z")

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The Modular GPU Kernel Hackathon highlight reel just dropped! LLM training in Mojo. Prefix scan optimization. The first Gaussian splatting renderer built in Mojo. All built in just 7 hours. Huge thank you to Crusoe for…

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## [What's next for Mojo: near-term roadmap](https://forum.modular.com/t/whats-next-for-mojo-near-term-roadmap/1395)

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**Author:** [@joe](https://forum.modular.com/u/joe)\
**Replies:** 3\
**Last updated:** [May 10, 2025, 2:04pm UTC](https://forum.modular.com/t/whats-next-for-mojo-near-term-roadmap/1395 "2025-05-10T14:04:14Z")

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We’re excited to share the latest Mojo :mojo: roadmap, outlining our priorities for the first half of 2025. This update is organized into three focus areas: compiler, libraries, and tooling. :raised\_back\_of\_hand: Have …

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## [Mojo meets AMD MI300X. 🔥](https://forum.modular.com/t/mojo-meets-amd-mi300x/1407)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 9, 2025, 12:41am UTC](https://forum.modular.com/t/mojo-meets-amd-mi300x/1407 "2025-05-09T00:41:41Z")

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Mojo meets AMD MI300X. :fire: This isn’t your average hackathon. Every participant will develop directly on AMD Instinct™ MI300X GPUs: a next-generation AI accelerator purpose-built for high-performance, memory-intensiv…

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## [Modular’s bet to break out of the Matrix (Democratizing AI Compute, Part 10)](https://forum.modular.com/t/modular-s-bet-to-break-out-of-the-matrix-democratizing-ai-compute-part-10/1405)

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**Author:** [@clattner](https://forum.modular.com/u/clattner)\
**Replies:** 5\
**Last updated:** [May 9, 2025, 12:19am UTC](https://forum.modular.com/t/modular-s-bet-to-break-out-of-the-matrix-democratizing-ai-compute-part-10/1405 "2025-05-09T00:19:42Z")

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Over the course of this series, we’ve seen just how hard it is to break free from the matrix of constraints imposed by the status quo. Everyone wants a solution—developers, startups, hardware vendors—but nothing stick…

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## [Modular Community Meeting: 25.3 and Mojo Roadmap](https://forum.modular.com/t/modular-community-meeting-25-3-and-mojo-roadmap/1400)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 8, 2025, 3:44pm UTC](https://forum.modular.com/t/modular-community-meeting-25-3-and-mojo-roadmap/1400 "2025-05-08T15:44:40Z")

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Don’t miss our upcoming community meeting, where we’ll discuss Modular Platform 25.3, as well as the Mojo roadmap! :fire: Share any questions you’d like answered about the roadmap here.

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## [Modular Platform 25.3 is live — our biggest open source release yet! 🎉](https://forum.modular.com/t/modular-platform-25-3-is-live-our-biggest-open-source-release-yet/1380)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 1\
**Last updated:** [May 6, 2025, 6:11pm UTC](https://forum.modular.com/t/modular-platform-25-3-is-live-our-biggest-open-source-release-yet/1380 "2025-05-06T18:11:09Z")

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25.3 marks a major milestone for open source AI development. We’ve just released 450k+ lines of Mojo and MAX code, including the full Mojo standard library, the MAX AI Kernels, and the MAX serving library. All fully ope…

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## [Modular: Modular Platform 25.3: 450K+ Lines of Open Source Code and pip Packaging](https://forum.modular.com/t/modular-modular-platform-25-3-450k-lines-of-open-source-code-and-pip-packaging/1379)

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**Author:** [@Modular](https://forum.modular.com/u/Modular)\
**Replies:** 0\
**Last updated:** [May 6, 2025, 5:15pm UTC](https://forum.modular.com/t/modular-modular-platform-25-3-450k-lines-of-open-source-code-and-pip-packaging/1379 "2025-05-06T17:15:19Z")

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Modular Platform 25.3: 450K+ Lines of Open Source Code and pip Packaging This is a companion discussion topic for the original entry at https://www.modular.com/blog/modular-platform-25-3-450k-lines-of-open-source-code-…

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