<html><body><div style="font-family: arial, helvetica, sans-serif; font-size: 12pt; color: #000000"><div data-marker="__QUOTED_TEXT__"><br><div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 32 , 31 , 30 )"><span>Dear School of Math Faculty and Visiting Scholars</span>:</span></div><div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 32 , 31 , 30 )"><br data-mce-bogus="1"></span></div><div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 32 , 31 , 30 )">Please consider attending these upcoming workshops by Hugging Face and Google Cloud Platform:</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 32 , 31 , 30 )"><b><a href="https://my.princeton.edu/PICSciERC/rsvp_boot?id=1941017" target="_blank" rel="nofollow noopener noreferrer">Reinforcement
Learning from Human Feedback with Hugging Face</a></b></span><br data-mce-bogus="1"></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">Thursday, March 7, 2024 at 4:30-6:00 PM</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">Location: Lewis Library 120</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">Speaker: Costa Huang, Machine Learning Engineer, Hugging Face</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">This workshop explores recent technological advances in training large language models (LLMs)
with reinforcement learning from human feedback (RLHF). The speaker will discuss the pioneering works in RL and RLHF and how they led to the creation of ChatGPT. He'll also delve into the challenges and accomplishments of open-source RLHF and more recent techniques
like Direct Policy Optimization (DPO). The workshop concludes with a hands-on exercise using Google Colab, where you'll gain practical experience with Hugging Face's open-source RLHF library for training your own models.</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">REGISTRATION: IAS members are welcome to attend. Please write to Andrea Rubinstein (<a href="mailto:alrubins@princeton.edu" style="margin:0px" target="_blank" rel="nofollow noopener noreferrer">alrubins@princeton.edu</a>)
to register.</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )"><b><a href="https://my.princeton.edu/PICSciERC/rsvp_boot?id=1941111" target="_blank" rel="nofollow noopener noreferrer">A.I.
Tools for Your Research with Google Cloud Platform</a></b></span><br data-mce-bogus="1"></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Monday, March 11, 2024 at 10:00 AM - 12:00 PM (and then lunch)</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Location:
</span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 );background-color:rgb( 255 , 255 , 255 )">399 Julis Romo Rabinowitz Building</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Speakers: Google Cloud Platform Staff</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">Join Google to learn about cutting-edge AI tools to accelerate your research work.</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">REGISTRATION: IAS members are welcome to attend. Please write to Andrea Rubinstein (<a href="mailto:alrubins@princeton.edu" target="_blank" rel="nofollow noopener noreferrer">alrubins@princeton.edu</a>)
to register.</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">AGENDA</span></div>
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</span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">10:00 AM - 10:10 AM: Welcome, setup and introductions </span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )"><br>
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</span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">10:10 AM - 10:25 AM: Gen AI Use Cases for Higher Ed/Researchers</span></div>
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<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">Gen AI for Research Grants (Use Google-like search to sift through 1000s of available grants online and use Gen AI to draft a personalized application response).</span></li></ul>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">10:25 AM - 11:10 AM: Vertex AI Search & Conversation</span></div>
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<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">(Hands-on Lab): Build Vertex AI Search app. Ingest your internal docs/website and combine it with Google’s search and Gen AI capabilities to provide relevant,
contextual answers grounded in factuality.</span></li></ul>
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</span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">11:10 AM - 12:00 PM: Introduction to Gemini & Multi-modal capabilities</span></div>
<ul style="text-align:left;margin-top:0px;margin-bottom:10px;list-style-type:disc;background-color:rgb( 255 , 255 , 255 )"><li style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">
<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">Use Gemini to solve and reason through complex math and physics problems; understand nuance to detect errors even with handwritten problems</span></li><li style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">
<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">Summarize and extract insights from scientific papers</span></li><li style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">
<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">(Hands-on Lab) Use Google Cloud’s AutoML to perform tasks such as object tracking and classification on videos.</span></li></ul>
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</span><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 );background-color:rgb( 255 , 255 , 255 )">12:00 PM - 1:00 PM: Q&A and Wrap-up</span></div>
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<span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 51 , 51 , 51 )">Lunch will be provided for all participants. Open forum for participants to ask questions and discuss their specific needs and challenges with Google staff.</span></li></ul>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">For all PICSciE/RC workshops see our
<a href="https://researchcomputing.princeton.edu/learn/workshops-live-training" target="_blank" rel="nofollow noopener noreferrer">
Spring 2024 Workshops page</a>.</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Questions? Please write to the PICSciE/RC Training Lead Jonathan Halverson (halverson@princeton.edu).</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Jon</span></div>
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<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Jonathan D. Halverson, Ph.D.</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Research Software and Computing Training Lead</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Princeton Institute for Computational Science and Engineering</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">346 Lewis Library | 609-258-9575 | halverson@princeton.edu</span></div>
<div class="elementToProof"><span style="font-family:'calibri' , 'helvetica' , sans-serif;font-size:12pt;color:rgb( 0 , 0 , 0 )">Princeton University</span></div><br></div></div></body></html>