Ruby On Rails

Join us for another session of our study group as we dive into the fascinating world of Large Language Models (LLMs) using the book **Build a Large Language Model from Scratch** from Manning. In this session, we will finish **Chapter 7: Fine-tuning to follow instructions**. In the last session, we talked about how to prepare the dataset for instruction fine-tuning and in this session we will perform the fine-tuning and evaluate the model afterwards. This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to build a strong foundation together. If you plan to work with the code on your own laptop during the session, try and set-up the environment ahead of time (https://github.com/rasbt/LLMs-from-scratch/tree/main/setup). We will be meeting at the North County Governmental Center this time that is across from the Reston public library.

Please join Juanatán for his first hike of the year. This easy journey of 7 miles along Gallows Road and the W&OD Trail is a great way to ease back into hiking after the holiday season. We will meet at the Dunn Loring Metro Station at 11:00 AM, which is where we will begin and end our hike. ## **Trail Facts** * **Difficulty Level:** Easy * **Length:** 7.0 Miles * **Duration:** 4-5 hrs (Including our mid-hike meal.) * **Elevation Gain:** 190 Feet * **Permits:** None. * **Parking:** Dunn Loring Metro Station (38.881420295263695, -77.23054005314158) (Garage parking is free on weekends.) * **Dogs:** Not allowed. (The restaurant stop is built into the hike.) * **Trailhead Coordinates:** 38.88278986565736, -77.22841745233727 * **AllTrails Map**: https://www.alltrails.com/explore/custom-routes/custom-route-5227c8e?u=i&sh=kucj8c **Trail Details:** Our route will take us from an urban landscape to a ¨green¨ corridor and back. While there won't be much greenery at this time of the year, we may see some birds and mammals along our route. **Itinerary:** 11:00 AM: Meet at the trailhead. 11:15 AM: Depart the trailhead. 12:30 PM: Arrive at Caboose Brewing. 2:00 PM: Start return trip. 3:15 PM: Arrive at trailhead. *(Setting the end time to 4:00 PM to allow time for the unexpected.)* **LIABILITY NOTICE:** Please remember that this group operates under the common adventurer model. We are a group of friends and volunteers organizing trips for fun and shared experience. Participants are expected to be familiar with best hiking practices and choose hikes that align with their physical abilities and experience. Organizers and members are not liable for any injuries, loss, or damage to persons or property arising from group activities. By attending this event, you agree to assume all risks associated with the activity.​ For more information on the common adventurer model, please see [Ron Watters' definition](https://www.ronwatters.com/CADefine.htm).​ If you believe you may be lost during the hike, follow the advice of the [US Forest Service](https://www.fs.usda.gov/visit/know-before-you-go/if-you-get-lost).​ See you on the trail! **[Featured Image Source](https://maps.app.goo.gl/6LLSkiWQqqbBiycJ7)**

NOVA Code and Coffee is an inclusive, informal, co-working session. People of all skill levels are invited. The concept is simple, bring a laptop and ideas, we'll provide the coffee and donuts! Here's how it works: 1. At 10:15 everyone introduces themselves and briefly describes what brought them to Code & Coffee today (project, homework, networking, etc) 2. For the rest of the day, folks work in the communal space on their projects providing one another help and conversation as needed. Oh and they usually drink coffee and tea too! That's it! Hope to see you there! **Location** Our hosts are the Fairfax City Economic Development Building: [10300 Eaton Pl, Fairfax, VA 22030](https://www.bing.com/ck/a?!&&p=d7298231ca2df594df822003f9a93517c788fceefe1fcbb79c8976696e341bc6JmltdHM9MTc1MzIyODgwMA&ptn=3&ver=2&hsh=4&fclid=180d0745-3b7f-69a1-23a2-11433a7868e5&u=a1L21hcHM_Jm1lcGk9MTA5fn5Ub3BPZlBhZ2V-QWRkcmVzc19MaW5rJnR5PTE4JnE9RmFpcmZheCUyMENpdHklMjBFY29ub21pYyUyMERldmVsb3BtZW50JnNzPXlwaWQuWU44NzN4ODI4MTk2Mjg0NTk5MDM4MTU0MiZwcG9pcz0zOC44NjE0NDYzODA2MTUyMzRfLTc3LjMwMjE3NzQyOTE5OTIyX0ZhaXJmYXglMjBDaXR5JTIwRWNvbm9taWMlMjBEZXZlbG9wbWVudF9ZTjg3M3g4MjgxOTYyODQ1OTkwMzgxNTQyfiZjcD0zOC44NjE0NDZ-LTc3LjMwMjE3NyZ2PTImc1Y9MSZGT1JNPU1QU1JQTA&ntb=1) Conference Room A- Large, Floor 1 This is a new venue for us, so give us some time to get more details about it. Driving is the best option. There is plenty of free on-site parking. Otherwise, we are a 22 minute bus from the Vienna Metro Station. **Sponsored by:** Thank you [Fairfax City Economic Development](https://gofairfaxcity.com/) and [Mason Enterprise Center](https://enterprise.gmu.edu/) for making this event possible! **Thank you so much to our wonderful sponsors!** Organized by [DMV Petri Dish](https://www.dmvpetridish.com/) **[Code of Conduct](https://github.com/NoVACodeCoffee/admin/blob/master/code-of-conduct.md):** We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. To make clear what is expected, all delegates/attendees, organizers, and volunteers at any Nova Code & Coffee events are required to conform to our [Code of Conduct](https://github.com/NoVACodeCoffee/admin/blob/master/code-of-conduct.md).

Before exploring the various historic sites at one of the nation's oldest working plantations, we'll soak in the sunrise on the James River Beach while fossil hunting! Expect to walk only about 3 miles on this leisurely morning outing. On this trip, consider bringing your favorite warm drink. I don't expect to be working up too much of a sweat.

Join us for a laid-back Sunday Brunch. The Brunch is All-You-Can-Eat buffet and a bottle of Champagne (750 ml) with Orange Juice. You make your own mimosa. Just only for $ 35.00 per person without tax & gratuity! It includes French toast, pancakes, waffles, omelettes made to order, Pasta, Salads, Roast Beef, Pork Ribs, oyster bar, cheese bar and Salmon, plenty of fresh fruit, yogurt, cakes, cookies, and pudding....mmmm! After brunch, we have a Happy Hour, where lots of people join us to mingle and socialize. Closest Metro Station is Clarendon. Please take into account Metro's Weekend Track Work & Service Adjustments. Check it on http://www.wmata.com/ and plan accordingly. http://photos2.meetupstatic.com/photos/event/7/a/8/2/600_400351362.jpeg http://photos3.meetupstatic.com/photos/event/c/a/2/8/600_405471752.jpeg

Join us at Seasons 52 Restaurant in North Bethesda. Join sailors from the Singles on Sailboats club and learn about our sailing opportunities -- day sails and weekends on the Chesapeake, bareboat charter opportunities around the world. Third Thursday of each month. www.singlesonsailboats.org Explore your interest in sailing, whether you're just curious, a novice, experienced, or a skipper. SOS offers many ways to engage in the sport, educational presentations, and varied social events on a limited budget. Come to our Happy Hour, meet some members, learn about the club, and consider joining! Just ask for the SOS Group. **FYI:** Though Meet Up may show few people attending, when you arrive many of the actual Singles on Sailboats club members will be there also. So, meet and greet, learn about the club and enjoy a Happy Hour with like-minded boaters. Host: Debbie Goldberg For more information about this gathering contact Debbie Goldberg at hidebbieg@yahoo.com

## **1 Million Cups Loudoun Workshop: How AI Can Work for Your Business** **Wednesday\, January 28 \| 9:00 AM – 10:00 AM** **Venture X Loudoun – Ashburn** Artificial Intelligence is no longer just a buzzword — it’s a practical tool that businesses of all sizes can begin using today. Join **1 Million Cups Loudoun** for a special **workshop-style presentation** led by **Victor Meer of AI Prime** and **Jay Jay Billings of Band Gap AI**, designed to help entrepreneurs understand how AI can realistically support their business operations. This workshop will provide: * A clear, practical overview of what AI actually is * Real-world examples of how businesses are using AI today * Insight into where automation can save time and reduce friction * Guidance on how to start leveraging AI without needing technical expertise Whether you’re AI-curious, overwhelmed by the noise, or ready to explore automation in your business, this session will help you think clearly about where AI fits — and where it doesn’t. As always, coffee, conversation, and community are at the heart of 1 Million Cups Loudoun. ### What Is 1 Million Cups? 1 Million Cups is a national program powered by the Kauffman Foundation that brings together entrepreneurs and community members for weekly conversations that educate, support, and inspire. Loudoun’s chapter meets on the 2nd and 4th Wednesdays of each month. Join us on **January 14 at 9:00 AM** for coffee, connection, and a meaningful conversation about reimagining after-school education in Loudoun County. **We look forward to seeing you there.**