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Download web/gradyn.example/reference/site/index.html from Qwen/RecreationBench: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Qwen/RecreationBench/resolve/main/web/gradyn.example/reference/site/index.html
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hf download hf://datasets/Qwen/RecreationBench/web/gradyn.example/reference/site/index.html
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curl -L -o index.html https://huggingface.co/datasets/Qwen/RecreationBench/resolve/main/web/gradyn.example/reference/site/index.html
19.8 kB
| <html lang="en"><head> | |
| <meta charset="utf-8"/> | |
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| <title>Distributed Deep Learning and Hyperparameter Optimization Platform | Gradyn</title> | |
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| <center> | |
| <div class="headline">The simplest, fastest path to building deep learning models.</div> | |
| <table class="hero"> | |
| <tbody><tr> | |
| <td> | |
| <img alt="Deliver DL Results Faster" src="/assets/images/home/home-circles-neural-net.png"/> | |
| <p class="icon-headings">Accelerate Training</p> | |
| </td> | |
| <td> | |
| <img alt="Train Higher-Quality Models" src="/assets/images/home/home-circles-results.png"/> | |
| <p class="icon-headings">Ship More Accurate Models</p> | |
| </td> | |
| <td> | |
| <img alt="Pool GPU Resources" src="/assets/images/home/home-circles-gpus.png"/> | |
| <p class="icon-headings">Squeeze More From Your GPUs</p> | |
| </td> | |
| <td> | |
| <img alt="Grow Your Deep Learning Team" src="/assets/images/home/home-circles-team.png"/> | |
| <p class="icon-headings">Record and Replay Your Experiments</p> | |
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| <section class="bg-light"> | |
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| <div class="slides"> | |
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| <button class="active" id="button-1">Distributed Training</button> | |
| <button class="" id="button-2">Hyperparameter Tuning</button> | |
| <button class="" id="button-3">Experiment Tracking</button> | |
| <button class="" id="button-4">Resource Management</button> | |
| </div> | |
| <div> | |
| <div class="slide active" id="slide-1"> | |
| <div class="text"> | |
| <h1>Scale to any size</h1> | |
| <h2>Run distributed training without rewriting a line of model code. Gradyn handles machine provisioning, networking, data loading, and fault tolerance for you.</h2> | |
| </div> | |
| <img alt="" src="/assets/images/home/dtrain.png"/> | |
| </div> | |
| <div class="slide" id="slide-2"> | |
| <div class="text"> | |
| <h1>Sweep hyperparameters</h1> | |
| <h2>Reach higher accuracy in less time with scalable hyperparameter search, fully orchestrated by Gradyn. Apply cutting-edge search algorithms and dig into outcomes through our built-in hyperparameter visualizations.</h2> | |
| </div> | |
| <img alt="" src="/assets/images/home/hp.png"/> | |
| </div> | |
| <div class="slide" id="slide-3"> | |
| <div class="text"> | |
| <h1>Explore your results</h1> | |
| <h2>Make sense of every experiment through the Gradyn UI and TensorBoard, then reproduce any run with full artifact tracking. Push models to production with Gradyn's built-in model registry.</h2> | |
| </div> | |
| <img alt="" src="/assets/images/home/tracking.png"/> | |
| </div> | |
| <div class="slide" id="slide-4"> | |
| <div class="text"> | |
| <h1>Share your GPU cluster</h1> | |
| <h2>Share on-premise or cloud GPUs across your whole team with ease. Gradyn’s scheduler delivers first-class support for deep learning and effortless spot instance handling.</h2> | |
| </div> | |
| <img alt="" src="/assets/images/home/resource-management.png"/> | |
| </div> | |
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| </div> | |
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| </section> | |
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| <img alt="Gradyn System Architecture" src="/assets/images/developers/determined-components.jpg" width="80%"/> | |
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| </section> | |
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| <h1>Featured Examples Built on Gradyn</h1> | |
| <h2>Explore hands-on examples showing how to train popular deep learning models at scale with Gradyn</h2> | |
| </div> | |
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| <div class="gallery-content-div"> | |
| <h4 class="post-title-outer"> | |
| <a href="/blog/stable-diffusion-core-api">Customizing Stable Diffusion Models with Gradyn</a> | |
| </h4> | |
| <p class="post-authors">Marcus Reyes</p> | |
| <div class="tags"> | |
| <button> | |
| Diffusion Models | |
| </button> | |
| <button> | |
| Generative Art | |
| </button> | |
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| HuggingFace | |
| </button> | |
| </div> | |
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| <a href="/blog/training-arbitrary-models-core-api-gradyn">Training Any Model the Easy Way With the Core API</a> | |
| </h4> | |
| <p class="post-authors">Alan Fischer</p> | |
| <div class="tags"> | |
| <button> | |
| Computer Vision | |
| </button> | |
| <button> | |
| Distributed Training | |
| </button> | |
| <button> | |
| PyTorch | |
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| </div> | |
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| background: url('/assets/images/blogs/hpe-dev-user-experience/detai-lab-environment-architecture-v2.png') center no-repeat; background-size: contain; | |
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| <h4 class="post-title-outer"> | |
| <a href="/blog/first-time-user-experience-gradyn">Getting Started With Gradyn: A First-Time User’s Walkthrough</a> | |
| </h4> | |
| <p class="post-authors">Owen Delacroix, Hana Blythe</p> | |
| <div class="tags"> | |
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| On-Premise | |
| </button> | |
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| Kubernetes | |
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| </div> | |
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| </div> | |
| </section> | |
| <div class="container drop"> | |
| <div class="home-center home-subheading"> | |
| <h1>Deep learning in hours and minutes, not weeks and days.</h1> | |
| </div> | |
| <div class="product-summaries pure-g"> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="product-summary-5.svg" src="/assets/images/home/product-summary-5.svg"/> | |
| <h2>Launch models faster and do bigger science.</h2> | |
| </div> | |
| <p>With our open-source training stack, you can go from a fresh idea to a fully trained model in hours and minutes, not weeks.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="product-summary-6.svg" src="/assets/images/home/product-summary-6.svg"/> | |
| <h2>Keep your focus on the science</h2> | |
| </div> | |
| <p>Rather than grinding through manual hyperparameter tuning, restarting broken jobs, and scrambling for spare hardware every day.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="product-summary-3.svg" src="/assets/images/home/product-summary-3.svg"/> | |
| <h2>Distributed training, finally done right</h2> | |
| </div> | |
| <p>Our distributed training engine beats the industry standard on speed, needs zero code changes to adopt, and plugs directly into the rest of our modern training platform.</p> | |
| </div> | |
| <div class="home-center home-cta"> | |
| <a href="/project/"> | |
| <button class="btn btn-primary">Get going right away</button> | |
| </a> | |
| </div> | |
| </div> | |
| <div class="home-center home-subheading"> | |
| <h1>Share compute, experiments, and datasets — securely, every time.</h1> | |
| </div> | |
| <div class="product-summaries pure-g"> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="real-time-experiments.svg" src="/assets/images/home/real-time-experiments.svg"/> | |
| <h2>Live experiment tracking dashboard</h2> | |
| </div> | |
| <p>With built-in experiment tracking and visualization, Gradyn logs your metrics automatically, keeps every ML project reproducible, and helps your whole team collaborate with far less friction.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="product-summary-1.svg" src="/assets/images/home/product-summary-1.svg"/> | |
| <h2>Advanced checkpointing and smart resource scheduling</h2> | |
| </div> | |
| <p>Your researchers can keep building on each other's progress and push their field forward, rather than losing hours to broken runs and infrastructure headaches.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="brain-icon.svg" src="/assets/images/home/brain-icon.svg"/> | |
| <h2>Built by experts, for experts</h2> | |
| </div> | |
| <p>We live and breathe the science of Deep Learning and know what it takes to put DL workflows into production, and we can't wait to help your team thrive.</p> | |
| </div> | |
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| <button class="btn btn-primary">See details</button> | |
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| <div class="home-center home-subheading"> | |
| <h1>Your people, your hardware, your toolchain — we back all of it.</h1> | |
| </div> | |
| <div class="product-summaries pure-g"> | |
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| <div class="home-center"> | |
| <img alt="product-summary-4.svg" src="/assets/images/home/product-summary-4.svg"/> | |
| <h2>Genuine compatibility</h2> | |
| </div> | |
| <p>Gradyn works hand-in-hand with the leading deep learning frameworks — PyTorch, TensorFlow, and Keras. It connects to a wide range of data storage systems and makes shipping trained models to downstream serving systems painless.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="any-infra.svg" src="/assets/images/home/any-infra.svg"/> | |
| <h2>Your hardware, entirely your call</h2> | |
| </div> | |
| <p>The platform slots into whatever hardware you run, whether it lives in the cloud or fully on-premises.</p> | |
| </div> | |
| <div class="product-summary pure-u-1 pure-u-sm-1-3"> | |
| <div class="home-center"> | |
| <img alt="product-summary-2.svg" src="/assets/images/home/product-summary-2.svg"/> | |
| <h2>Squeeze every bit from your hardware</h2> | |
| </div> | |
| <p>Gradyn lets every one of your training-related workloads run smoothly together on the very same machines.</p> | |
| </div> | |
| <div class="home-center home-cta"> | |
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| <button class="btn btn-primary">See it in action</button> | |
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| <h1>Hear it from our customers</h1> | |
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| <h4>Before Gradyn, we had to ping a group chat just to find out which GPUs were free -- total chaos! Gradyn makes GPU management painless, and I love that it bundles HP search and experiment tracking into one dependable, easy-to-use platform.</h4> | |
| <p></p> | |
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| <img alt="Aeon logo" src="/assets/images/home/deka.png"/> | |
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| <h4>Rahul Menon</h4> | |
| <p>Aeon</p> | |
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| <h4>We've been genuinely impressed by the tooling inside Gradyn, but what matters most to me is finally having a GPU resource management solution that lets me stay a researcher instead of moonlighting as a system administrator.</h4> | |
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| <img alt="Nova logo" src="/assets/images/home/CACI.png"/> | |
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| <h4>Theodore Vance</h4> | |
| <p>Nova Aerospace</p> | |
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| <div class="quote"> | |
| <h4>Since we standardized on Gradyn's software platform, our team of deep learning engineers has been able to ship new, advanced Industrial IoT products to customers at a remarkable pace. We're rolling out fresh AI features 10 times faster than before.</h4> | |
| <p></p> | |
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| <img alt="Wastebyte logo" src="/assets/images/home/compology.png"/> | |
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| <h4>Diego Alvarez</h4> | |
| <p>Wastebyte</p> | |
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| <div class="all-caps">DEC 19, 2023</div> | |
| <h2><a href="/blog/neurips_recap">Highlights from the 2023 season</a></h2> | |
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| <a class="all-caps font-primary" href="/blog/neurips_recap">READ MORE <i class="fas fa-chevron-right secondary"></i></a> | |
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| <div class="all-caps">DEC 11, 2023</div> | |
| <h2><a href="/blog/weekly-update-5">Long-context models, streaming speech, sparse MoE, and code copilots</a></h2> | |
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| <div class="all-caps">DEC 06, 2023</div> | |
| <h2><a href="/blog/python-sdk">The new Gradyn Python SDK</a></h2> | |
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| <a class="all-caps font-primary" href="/blog/python-sdk">READ MORE <i class="fas fa-chevron-right secondary"></i></a> | |
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