PyTorch Lightning

@PyTorchLightnin

The lightweight PyTorch AI research framework. Scale your models, not the boilerplate! Use our platform to scale models from your laptop to the cloud.

New York, NY
가입일: 2019년 8월

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  1. 메인 트윗
    9월 14일

    ⚡️ Flash 0.5 is out, and it's our biggest release to date! - New exciting integrations - 8 new tasks - Torch ORT support - Flash Zero: Enables you to quickly configure & train every Flash task without needing to write a single line of code! 🤯 1 of 2

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  2. 10월 17일

    📚 Sunday Reading: Visit our extensive blog page to catch up on all things Lightning. ⚡️ Happy Learning!

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  3. 10월 16일

    ⚡️Saturday's Community Spotlight! 🖼️ Mix3D: Out-of-Context Data Augmentation for 3D Scenes 👏🏽 Kudos to

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  4. 10월 15일

    Wow! 🤯 A huge thank you to our awesome community for helping TorchMetrics hit 500 GitHub stars this week! 🌟 ⚡️ Explore TorchMetrics:

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  5. 10월 14일

    🎓 Learn how to create an interactive demo for Lightning Flash Image Classification in just 5 lines of code! ⚡️ We will then show you how to host the demo on GPU compute, enabling distributed inferencing. 🏃‍♂️ Let's Go!

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  6. 10월 13일

    ⚡️ Our Head of Dev Advocacy shares a few favorite Lightning Trainer Flags that will enable your projects to take advantage of best practices without any code changes! 🧠 Learn More:

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  7. 10월 12일

    💜⚡️Community Spotlight! Langmo: The library for distributed pre-training and fine-tuning of language models 👏🏽 Kudos to &

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  8. 10월 11일

    💻⚡️ This repo contains the code for PhiNets, a scalable backbone for low-power at the edge 👏🏽 Kudos to

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  9. 10월 10일

    ⚡️Sunday's Community Spotlight! 🗣📝 Speechtocypher: An experiment on how to integrate speech to text with the Cypher query language

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  10. 10월 8일

    🌟 Friday's Community Spotlight! A algorithm for system identification and active learning

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  11. 님이 리트윗했습니다
    10월 7일
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  12. 10월 7일

    ⚡️ Check out this awesome Lightning project from ! LM-GVP: A Generalizable framework for protein property prediction from sequence and structure.

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  13. 10월 6일

    💜⚡️ Learn how to package and deploy a simple model that exposes an HTTP API and serves predictions to device managed by ! 📚 Tutorial:

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  14. 10월 5일

    ⚡️ Have you explored the new Flash tutorials in docs yet?! Find everything from Audio to Video Classification, to Segmentation and Summarization tutorials using Flash! Check them out, and don't forget to 🌟!

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  15. 10월 4일

    ⚡️ We're loving this cool project from using Lightning for GNNs!

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  16. 님이 리트윗했습니다
    10월 4일

    A implementation of DeepMind's Perceiver IO with support for distributed training with .

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  17. 10월 3일

    ⚡️ Sunday's Community Spotlight! ProHMR: Repository for "Probabilistic Modeling for Human Mesh Recovery." 🌟 Check it out:

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  18. 10월 1일

    ⚡️ Pumped to see that all the ml cup official baselines use Lightning!

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  19. 9월 30일

    🤓 ⚡️ Our recent collaboration with and covers useful practices to make your pipeline faster and more memory efficient! Check it out!

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  20. 9월 30일

    Includes: ⚡️ Integration with 4 meta-learning algorithms backed by the Learn2Learn framework: maml , anil , metaoptnet and prototypicalnetworks. ⚡️ Flash integration brings ddp support to Learn2Learn providing a significant speed-up compared to their original dp implementation.

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  21. 9월 30일

    🤩 Announcing, Meta-Learning for Image Classification with Lightning Flash!! 🎓 Tutorial:

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