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‎.github/workflows/build.yml

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jobs:
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tests:
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uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
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uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
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secrets: inherit
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with:
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runner: linux.12xlarge

‎.github/workflows/update-quick-start-module.yml

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update-quick-start:
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needs: [linux-nightly-matrix, windows-nightly-matrix, macos-arm64-nightly-matrix,
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linux-release-matrix, windows-release-matrix, macos-arm64-release-matrix]
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runs-on: "ubuntu-20.04"
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runs-on: "ubuntu-latest"
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environment: pytorchbot-env
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steps:
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- name: Checkout pytorch.github.io

‎CNAME

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pytorch.org
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docs.pytorch.org

‎_community_blog/optimize-llms.md

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---
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title: "Optimize LLMs for Efficiency & Sustainability"
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ext_url: /blog/optimize-llms/
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date: Feb 19, 2025
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author: "Zach Lasiuk, Arm"
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---
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The rapid growth of large language model (LLM) applications is linked to rapid growth in energy demand. According to the International Energy Agency (IEA), data center electricity consumption is projected to roughly double by 2026 primarily driven by AI. This is due to the energy-intensive training requirements for massive LLMs – however, the increase in AI Inferencing workloads also plays a role. For example, compared with traditional search queries, a single AI inference can consume about [10x more energy](https://www.weforum.org/stories/2024/07/generative-ai-energy-emissions/).

‎_community_blog/pt-fedora-os-communities.md

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---
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title: "Powering AI with PyTorch, Fedora, and Open Source Communities"
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author: Sudhir Dharanendraiah
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ext_url: /blog/pt-fedora-os-communities/
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date: Mar 7, 2025
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---
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At [DevConf.IN 2025](https://www.devconf.info/in/) in Pune, I had the opportunity to host a **[PyTorch Meetup](https://pretalx.devconf.info/devconf-in-2025/talk/W3YURM/)** on February 28th. The session, titled "**Powering AI with PyTorch, Fedora, and Open Source Communities**" was aimed at introducing PyTorch to students and professionals, explaining why **PyTorch+Fedora** form an ideal AI development platform. The other key aspect I covered was collaboration between open source communities.
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‎_community_blog/pytorch-at-gtc.md

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---
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title: "PyTorch at GTC 2025"
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author: "Team PyTorch at NVIDIA"
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ext_url: /blog/pytorch-at-gtc/
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date: Mar 16, 2025
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---
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[GTC](https://www.nvidia.com/gtc/) is coming back to San Jose on March 17–21, 2025. Join PyTorch Foundation members Arm, AWS, Google Cloud, IBM, Lightning AI, Meta, Microsoft Azure, Snowflake, and thousands of developers as we celebrate PyTorch. Together learn how AI & accelerated computing are helping humanity solve our most complex challenges.

‎_community_blog/sglang-joins-pytorch.md

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---
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title: "SGLang Joins PyTorch Ecosystem: Efficient LLM Serving Engine"
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author: "SGLang Team"
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ext_url: /blog/sglang-joins-pytorch/
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date: Mar 19, 2025
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---
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We’re thrilled to announce that the SGLang project has been integrated into the PyTorch ecosystem! This integration ensures that SGLang aligns with PyTorch’s standards and practices, providing developers with a reliable and community-supported framework for fast and flexible serving of LLMs.

‎_community_stories/57.md

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---
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title: 'How IBM Research Uses PyTorch and TerraTorch to Make Geospatial Computer Vision Accessible for Everyone'
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ext_url: /blog/how-ibm-uses-pt-terratorch/
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date: May 1, 2025
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tags: ["Computer Vision"]
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---
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Geospatial computer vision is essential for understanding our planet — from monitoring deforestation to tracking urban development and analyzing the impacts of climate change. However, the coding and deep learning skills for applying AI models to satellite imagery and earth observation data has traditionally been a major barrier for many practitioners.

‎_events/autonomous-language-model-systems.md

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---
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category: event
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title: "Towards Autonomous Language Model Systems"
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date: May 21, 2025
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poster: assets/images/pt-day-cfp.png
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---
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<a href="/autonomous-language-model-systems">
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<img style="width:100%" src="/assets/images/autonomous-language-model-systems.png" alt="Towards Autonomous Language Model Systems">
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</a>
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**Date**: May 21, 2025, 11AM PT / 2PM ET
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**Location**: Online
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Language models (LMs) are increasingly used to assist users in day-to-day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end?
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In this talk, Ofir Press will discuss efforts to build autonomous LM systems, focusing on the software engineering domain. Ofir will present SWE-bench, a novel method for measuring AI systems on their abilities to fix real issues in popular software libraries. Ofir will then discuss SWE-agent, a system for solving SWE-bench tasks.
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SWE-bench and SWE-agent are used by many leading AI organizations in academia and industry, including OpenAI, Anthropic, Meta, and Google, and SWE-bench has been downloaded over 2 million times. These projects show that academics on tight budgets can have a substantial impact in steering the research community toward building autonomous systems that can complete challenging tasks.
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Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During their PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team.
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[Register Now](/autonomous-language-model-systems)

‎_events/ce1.md

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---
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category: event
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title: "COLING 2025"
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date: Jan 19, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Jan 19 - 25, 2025
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COLING, the International Conference on Computational Linguistics, is one of the premier conferences for the natural language processing and computational linguistics.
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First established in 1965, the biennial COLING conference is held in diverse parts of the globe and attracts participants from both top-ranked research centers and emerging countries. Today, the most important developments in our field are taking place not only in universities and academic research institutes but also in industrial research departments including tech-startups. COLING provides opportunities for all these communities to showcase their exciting discovery.
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[Learn more about this event](https://coling2025.org/)

‎_events/ce10.md

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---
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category: event
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title: "PyCon 2025"
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date: May 14, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: May 15 - 22, 2025
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**Location**: Pittsburgh, PA
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At PyCon US 2025, find a program filled with pre-conference tutorials and sponsor presentations, 90+ of our community’s best talks, which includes the Charlas track, brilliant keynote speakers, posters on display, a lively Expo Hall filled with incredible Sponsors’ booths, and famed lightning talks on each main conference day.
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[Learn more about this event](https://us.pycon.org/2025/)

‎_events/ce11.md

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---
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category: event
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title: "Gamesbeat Summit 2025"
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date: May 19, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: May 19 - 20, 2025
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**Location**: Los Angeles, CA
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The gaming industry is on the cusp of a transformative era, driven by innovation, cultural impact, and new economic opportunities. At GamesBeat Summit 2025, explore how creative storytelling, community engagement, and effective business strategies that are shaping the future of gaming industry.
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Delve into the diverse influences—ranging from player experiences to industry collaborations—that are paving the way for the next phase of growth.
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[Learn more about this event](https://gbs.venturebeat.com/)

‎_events/ce12.md

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category: event
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title: "NYC Tech Week"
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date: Jun 2, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Jun 2 - 8, 2025
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**Location**: New York City
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Tech Week is a decentralized tech conference presented by a16z. Every Tech Week, hundreds of events take place across the host city - from hackathons to panel events, community meetups and more. Every event is organized individually by startups, companies and VCs.
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[Learn more about this event](https://www.tech-week.com/)

‎_events/ce14.md

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category: event
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title: "Data + AI Summit"
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date: Jun 9, 2025
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<span class="community-event">Community Event</span>
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**Date**: Jun 9 - 12, 2025
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**Location**: San Francisco, CA
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Join 20,000 peers for 700+ sessions, keynotes and training at the world’s largest data, analytics and AI conference.
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[Learn more about this event](https://www.databricks.com/dataaisummit)

‎_events/ce15.md

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category: event
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title: "CVPR 2025"
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date: Jun 10, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Jun 10 - 17, 2025
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**Location**: Nashville, TN
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The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) is the premier annual computer vision event comprising the main conference and several co-located workshops and short courses. With its high quality and low cost, it provides an exceptional value for students, academics and industry researchers.
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[Learn more about this event](https://cvpr.thecvf.com/)

‎_events/ce16.md

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category: event
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title: "We are Developers Conference"
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date: Jul 9, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Jul 9 - 11, 2025
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**Location**: Berlin, Germany
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Join the largest gathering of software innovators, tech leaders, and decision-makers shaping the future of AI-powered technology.
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[Learn more about this event](https://www.wearedevelopers.com/world-congress)

‎_events/ce17.md

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category: event
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title: "ICML 2025"
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date: Jul 13, 2025
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<span class="community-event">Community Event</span>
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**Date**: Jul 13 - 19, 2025
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**Location**: Berlin, Germany
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Forty-Second International Conference on Machine Learning.
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[Learn more about this event](https://icml.cc/)

‎_events/ce18.md

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category: event
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title: "SIGGRAPH 2025"
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date: Aug 10, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Aug 10 - 14, 2025
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**Location**: Vancouver, B.C.
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[ACM SIGGRAPH](https://www.siggraph.org/) is a special interest group (SIG) devoted to computer graphics (GRAPH) within the [Association for Computing Machinery](https://www.acm.org/) (ACM), the world’s largest educational and scientific computing society devoted to advancing computing as a science and a profession. Its annual conference, first held in 1974, is the premier conference on computer graphics and interactive techniques worldwide. At SIGGRAPH 2025, we boldly look toward the future, imagining how humanity and technology will be increasingly connected and examining how we can create a future that connects our physical and digital worlds for the better.
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[Learn more about this event](https://s2025.siggraph.org/)

‎_events/ce19.md

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category: event
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title: "San Francisco Tech Week"
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date: Oct 6, 2025
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<span class="community-event">Community Event</span>
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**Date**: Oct 6 - 12, 2025
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**Location**: San Francisco
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Tech Week is a decentralized tech conference presented by a16z. Every Tech Week, hundreds of events take place across the host city - from hackathons to panel events, community meetups and more. Every event is organized individually by startups, companies and VCs.
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[Learn more about this event](https://www.tech-week.com/)

‎_events/ce2.md

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category: event
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title: "Open Source AI Summit"
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date: Jan 22, 2025
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<span class="community-event">Community Event</span>
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**Date**: Jan 22, 2025
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**Location**: Paris, France
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Open Source AI has become a major trend in the industry, with even many digital giants adopting an Open Source approach. While Open Source AI isn't magic, it does offer the potential to address many challenges more effectively than proprietary AI models.
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This first edition of the Paris Open Source AI Summit will bring together global leaders and industry players to address these issues. The summit will aim to establish a common set of ideas, vocabulary and definitions to create a shared understanding of the current state of Open Source AI.
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[Learn more about this event](https://opensourceaisummit.eu/#rec838155366)

‎_events/ce20.md

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category: event
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title: "LA Tech Week"
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date: Oct 13, 2025
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<span class="community-event">Community Event</span>
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**Date**: Oct 13 - 19, 2025
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**Location**: Los Angeles, CA
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Tech Week is a decentralized tech conference presented by a16z. Every Tech Week, hundreds of events take place across the host city - from hackathons to panel events, community meetups and more. Every event is organized individually by startups, companies and VCs.
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[Learn more about this event](https://www.tech-week.com/)

‎_events/ce21.md

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category: event
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title: "ICCV 2025"
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date: Oct 20, 2025
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---
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<span class="community-event">Community Event</span>
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**Date**: Oct 20 - 24, 2025
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**Location**: Honolulu, HI
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International Conference on Computer Vision, ICCV 2025.
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[Learn more about this event](https://iccv.thecvf.com/)

‎_events/ce22.md

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category: event
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title: "Open Source AI Week"
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date: Oct 18, 2025
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<span class="community-event">Community Event</span>
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**Date**: Oct 18 - 26, 2025
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**Location**: San Francisco, CA
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Open Source AI Week is the premier event that brings together the best AI and ML conferences, hackathons, startup showcases, and networking opportunities exploring the intersection of artificial intelligence, machine learning, and open source technology. Taking place between October 18 – 26, 2025 in San Francisco area. This week-long celebration is dedicated to fostering innovation, collaboration, and community-driven solutions in the rapidly evolving AI landscape, featuring the PyTorch Conference as the flagship event.
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[Submit your event](https://linuxfoundation.research.net/r/FD6JMH5) to be included in Open Source AI Week, and check back mid-May to see the Open Source AI Week event lineup!
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[Learn more about this event](https://events.linuxfoundation.org/open-source-ai-week/)

‎_events/ce23.md

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title: "NeurIPS 2025"
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date: Dec 7, 2025
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<span class="community-event">Community Event</span>
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**Date**: Dec 7 - 10, 2025
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**Location**: San Diego, CA
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The Thirty-Ninth Annual Conference on Neural Information Processing Systems.
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[Learn more about this event](https://neurips.cc/)

‎_events/ce24.md

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category: event
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title: "ECCV 2026"
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date: Sep 9, 2025
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<span class="community-event">Community Event</span>
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**Date**: Sep 9 - 13, 2026
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**Location**: Malmö, Sweden
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ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years. Any other event trying to utilize this title is not a sanctioned event.
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The European Conference on Computer Vision (ECCV) is a biennial premier research conference in Computer Vision and Machine Learning, managed by the [European Computer Vision Association (ECVA)](https://www.ecva.net/). It is held on even years and gathers the scientific and industrial communities on these areas. The first ECCV was held in 1990 in Antibes, France, and subsequently organized all over Europe. Paper proceedings are published by [Springer Science+Business Media](https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media).
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[Learn more about this event](https://eccv.ecva.net/)

‎_events/ce25.md

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title: "GOSIM AI"
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date: May 6, 2025
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<span class="community-event">Community Event</span>
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**Date**: May 6 - 7, 2025
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**Location**: Paris, France
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[Learn more about this event](https://paris2025.gosim.org/)

‎_events/ce26.md

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title: "PyTorch ATX Community Meetup"
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date: April 30, 2025
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<span class="community-event">Community Event</span>
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**Date**: April 30, 2025
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**Location**: Austin, TX
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The Triton framework provides a hardware agnostic way of programming and targeting GPUs. As Triton becomes more widely adopted, it will be essential in understanding how to write, optimize and troubleshoot the Triton kernel in order to optimize GPU efficiency for algorithms. Join the PyTorch community meetup to learn how Red Hat, Intel, AMD, IBM Research and University of Texas are working on developing Triton kernels.
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[Learn more about this event](https://meetu.ps/e/NYlm0/qrnF8/i)

‎_events/ce3.md

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title: "Open Source Forum"
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date: Feb 13, 2025
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<span class="community-event">Community Event</span>
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**Date**: Feb 13, 2025
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**Location**: Los Angeles, CA
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The Academy Software Foundation’s (ASWF) annual Open Source Forum brings together Foundation members and select guests from the motion picture and media industries to collaborate and discuss the future of open source software.
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Open Source Forum 2025 features a new format to better enable open dialogue and interactive discussion. Hosted at Walt Disney Animation Studios in Burbank, CA, the half-day event will kick off with several presentations around the anatomy of a studio, emerging technologies impacting studios, and open source opportunities, followed by a moderated discussion.
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[Learn more about this event](https://events.linuxfoundation.org/aswf-open-source-forum/)

‎_events/ce4.md

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title: "AAAI Conference on AI"
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date: Feb 25, 2025
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<span class="community-event">Community Event</span>
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**Date**: Feb 25 - Mar 4, 2025
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**Location**: Philadelphia, PA
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The purpose of the AAAI conference series is to promote research in Artificial Intelligence (AI) and foster scientific exchange between researchers, practitioners, scientists, students, and engineers across the entirety of AI and its affiliated disciplines. AAAI-25 will feature technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs, and a range of other activities to be announced.
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[Learn more about this event](https://aaai.org/conference/aaai/)

‎_events/ce5.md

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title: "Nvidia GTC 2025"
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date: Mar 17, 2025
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<span class="community-event">Community Event</span>
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**Date**: Mar 17 - 21, 2025
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**Location**: San Jose, CA
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Nvidia's GTC 2025, a global AI conference for developers, showcased advancements in AI, robotics, and data centers, with key announcements including the Blackwell Ultra AI chip and the Vera Rubin architecture.
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[Learn more about this event](https://www.nvidia.com/gtc/)

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