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Customer stories page (pytorch#1039)
* Update production.html New links added * Update production.html Updating link and removal of link. * Update research.html Removed Pytorch at tesla. Title update * Update research_side_nav.html Removed category * Update production.html Change of titles. Moved Pytorch at Tesla from research. * Update research.html Update to container * Update production.html * Update production.html Updated Pytorch to PyTorch * Update production.html Fix to URL on Line 193
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_includes/production.html

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for AG: Production machine learning for agriculture</a>
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</div>
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<div class="production-item">
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<a class="agriculture-1" href="https://carbonrobotics.com/">CARBON ROBOTICS DISRUPTS FARMING
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INDUSTRY WITH AUTONOMOUS WEEDERS</a>
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<a class="agriculture-1" href="https://carbonrobotics.com/">Carbon Robotics Disrupts Farming Industry with Autonomous Weeders</a>
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</div>
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<div class="production-item">
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<a class="agriculture-2"
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(Protocol)</a>
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</div>
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</div>
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<div id="autonomous-driving" class="production-section col-md-8 offset-md-1 container">
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<div id="autonomous-driving" class="production-section col-md-8 offset-md-1 container">
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<h2>Autonomous Driving</h2>
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<div class="production-item">
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<a class="autonomous-driving-0"
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href="https://medium.com/pytorch/how-lyft-uses-pytorch-to-power-machine-learning-for-their-self-driving-cars-80642bc2d0ae">How
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Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars</a>
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</div>
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<div class="production-item">
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<a class="autonomous-driving-1"
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<a class="autonomous-vehicle-1"
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href="https://www.youtube.com/watch?v=oBklltKXtDE&list=PL_lsbAsL_o2BY-RrqVDKDcywKnuUTp-f3&index=1">PyTorch at Tesla</a>
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</div>
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<div class="production-item">
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<a class="autonomous-driving-2"
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href="https://customers.microsoft.com/en-us/story/1415185921593450824-wayve-partner-professional-services-azure-machine-learning">Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch</a>
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</div>
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</div>
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<div class="production-item">
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<a class="medical-3"
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href="https://medium.com/analytics-vidhya/deploy-huggingface-s-bert-to-production-with-pytorch-serve-27b068026d18">Deploying
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huggingface‘s BERT to production with pytorch/serve</a>
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huggingface‘s BERT to production with PyTorch/serve</a>
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</div>
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<div class="production-item">
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<a class="medical-4"
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</div>
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<div class="production-item">
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<a class="medical-7"
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href="https://www.zdnet.com/article/using-pytorch-to-streamline-machine-learning-projects/">Theator
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Surgical Intelligence Platform ZDnet article 2020-12-17</a>
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href="https://www.zdnet.com/article/using-pytorch-to-streamline-machine-learning-projects/">Surgical Intelligence Platform by theator</a>
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</div>
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</div>
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<div id="mining" class="production-section col-md-8 offset-md-1 container">
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<h2>Technology</h2>
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<div class="production-item">
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<a class="technology-0"
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href="https://www.wired.com/spon.../story/building-a-fast-learner/">AUTODESK AVA CHATBOT
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WIRED ARTICLE FOR AWS INFERENTIA + PYTORCH</a>
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href="https://www.wired.com/sponsored/story/building-a-fast-learner/">Autodesk's Ava Chatbot for AWS Inferentia</a>
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</div>
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<div class="production-item">
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<a class="technology-1"
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href="https://customers.microsoft.com/en-ca/story/1480221307332639219-bentley-systems-partner-professional-services-azure-machine-learning">Bently
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Systems</a>
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href="https://customers.microsoft.com/en-ca/story/1480221307332639219-bentley-systems-partner-professional-services-azure-machine-learning">Bentley Systems breakthrough framework</a>
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</div>
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<div class="production-item">
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<a class="technology-2"
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we used Inferential to boost PyTorch model performance</a>
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</div>
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<div class="production-item">
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<a class="technology-4" href="https://www.youtube.com/watch?v=LBOIxA5sg2A">PyTorch Community
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Voices | Autodesk | Alex and Bing</a>
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<a class="technology-4" href="https://www.youtube.com/watch?v=LBOIxA5sg2A">PyTorch Community Voices Interview with Alexander O’Connor and Binghui Ouyang of Autodesk</a>
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</div>
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</div>
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<div id="travel" class="production-section col-md-8 offset-md-1 container">
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<h2>Travel</h2>
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<div class="production-item">
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<a class="travel-0" href="https://www.youtube.com/watch?v=jtVUV0Gzxp0&t=730s">Dialogue
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Assistance for Customer Service at AirBNB</a>
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Assistance for Customer Service at Airbnb</a>
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</div>
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</div>
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</div>

_includes/research.html

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at Dolby Labs</a>
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</div>
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</div>
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<div id="autonomous-vehicle" class="research-section col-md-8 offset-md-1 container">
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<h2>Autonomous Vehicle</h2>
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<div class="research-item">
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<a class="autonomous-vehicle-0"
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href="https://www.youtube.com/watch?v=oBklltKXtDE&list=PL_lsbAsL_o2BY-RrqVDKDcywKnuUTp-f3&index=1">PyTorch
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at Tesla</a>
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</div>
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</div>
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<div id="chatbot" class="research-section col-md-8 offset-md-1 container">
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<h2>Chatbot</h2>
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<div class="research-item">
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Trains 178-Billion-Parameter Language Model Using Amazon EC2 P4d Instances, PyTorch</a>
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</div>
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<div class="research-item">
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<a class="nlp-1" href="https://youtu.be/qscouq3lo0s">WHY AND HOW OF SCALING LARGE LANGUAGE
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MODELS</a>
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<a class="nlp-1" href="https://youtu.be/qscouq3lo0s">The Why and How of Scaling Large Language Models</a>
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</div>
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</div>
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<div id="robotics" class="research-section col-md-8 offset-md-1 container">
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</div>
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</div>
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</div>
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</div>

_includes/research_side_nav.html

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<ul id="research-sidebar-list">
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<ul>
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<li><a href="#audio">Audio</a></li>
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<li><a href="#autonomous-vehicle">Autonomous Vehicle</a></li>
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<li><a href="#chatbot">Chatbot</a></li>
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<li><a href="#chemistry">Chemistry</a></li>
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<li><a href="#cv">CV</a></li>

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