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A Developer’s Guide to Running LLMs Locally- Alan Barber
Thu, Sep 24, 9:30 PM**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Tensors, Tokens & Too Much VRAM: A Developer's Guide to Running LLMs Locally* What actually happens when you send a prompt to an LLM? What are tokens, tensors, attention, quantization, and all those mysterious gigabytes of VRAM doing? And why does your GPU suddenly become the most important piece of hardware in the room? This talk takes a developer-friendly tour through the fundamentals of modern LLMs. We’ll try to demystify concepts like context windows, model quantization, and inference performance without requiring a PhD in linear algebra. Then we'll take those concepts out of the textbook and into the real world, looking at tools such as Ollama, LM Studio, and vLLM and what it takes to run useful models on your own hardware. By the end, you'll have a mental model for what an LLM is actually doing, how local inference works, and why sometimes the answer to "How much VRAM do I need?" is apparently "all of it." **YouTube Link** TBD

Omnipresent Atheists Weekly Meetup
Tue, Sep 29, 11:00 PMJimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

Women in Product Columbus Chapter
Mon, Sep 21, 9:30 PM## Do you ever feel like you’re doing it all? No need to answer. We know you do. We’ve heard this exact sentiment from our **[Women In Product](https://www.linkedin.com/company/women-in-product/)** **Columbus** community. We’re constantly juggling priorities, shifting between contexts, and stepping in wherever something needs to get done. But when everything feels important, how do we protect our time and energy for the work where we can make the greatest impact? Join Women in Product Columbus for **Delegate and Elevate**, featuring a short, practical conversation with **[Becky Fromkes](https://www.linkedin.com/in/becky-fromkes-14813a2/)**. Becky will introduce the EOS Delegate and Elevate tool, a simple framework that can help you: • Recognize which work gives you energy • Identify what may be contributing to burnout • Focus on your highest and best use of time • Decide what you can delegate, at work and in life Becky will speak at 6 PM, so come early for food and drinks, and stay afterward for genuine connection with the group. 📅 Monday, September 21 ⏰ 5:30–7:30 PM 📍 Derive Brewing Company 2808 N. High St., Columbus, OH 43202 Space is limited for this one, so RSVP today! RSVP here: **[https://lnkd.in/gXgu-jzu](https://www.linkedin.com/safety/go/?url=https%3A%2F%2Flnkd%2Ein%2FgXgu-jzu&urlhash=zU0q&mt=hgXyojgiHFeGwgK9kUjBIIWXDDyiGKSoKSYqi4DVfuJthGOIldNISi1A8cvi6f4AFivGnFW8Mf4guaw5bzDX7mEAmOUc-1zljXjSF5GkMuIz6hxCFmaYyw&isSdui=true)** Not a member yet? What are you waiting for?! Join the Columbus community here: **[https://lnkd.in/gDdWBz8K](https://www.linkedin.com/safety/go/?url=https%3A%2F%2Flnkd%2Ein%2FgDdWBz8K&urlhash=iajW&mt=gRSeTKg6KixYDVxrTgHzGU5exOJIJWdCkApOAlQRTpRiIelmO8teEnHb0n6kxAHFPi47SAvzoK7_YDsrU8_jFxrUFubqejdbS2bpefEIL2o0YnZEf4C7ZA&isSdui=true)** **[Amber Bielak](https://www.linkedin.com/in/amber-bielak/)** **[Liz Otley](https://www.linkedin.com/in/elizabethotley/)** **[Katie Mowery](https://www.linkedin.com/in/katie-mowery-2b94b62/)**

In-Person Event: The Answers to Depression & Anxiety
Fri, Sep 25, 11:00 PMThis is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

Saturday Mornings @ East Market
Sat, Sep 19, 1:00 PMLet's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who enjoy talking to people from other countries, and those who would like to discuss international travel and culture, and who enjoy getting together for good conversations."
Columbus Caffeine and Career Confidence
Sun, Oct 18, 9:00 PMWe are hosting a casual morning meetup to talk shop and work through some of the common hurdles that come with job searching and professional development. Whether you are currently on the hunt for a new role, looking to brush up on your interview skills, or just want to connect with others in Columbus who are navigating their own career paths, this is a space to share experiences and get some honest feedback in a low-pressure environment. We will keep things pretty informal, focusing on open conversation rather than a structured lecture. It is a great chance to bounce ideas off one another, practice answering those tough interview questions, or simply enjoy a good cup of coffee while meeting some new people in the local community. If you have been feeling like you could use a sounding board for your next career move, we would love to have you join us. Please let us know if you can make it by clicking the button to RSVP so we have an idea of how many people to expect.
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