FPGA

If you’ve worked with LLMs, you’ve probably run into slow inference, out-of-memory errors, or hallucinations you couldn’t explain. There’s no shortage of resources on how transformers work, but most of them either ask you to build one from scratch or get lost in theory that doesn’t connect to the problems you’re actually facing. Transformers in Practice is different. We will give a complete practical view of how transformers work, from how they generate text to what’s happening inside the model to how it all gets optimized to run on real hardware. Interactive visualizations throughout let you see key concepts in action and build intuition that actually sticks. Here’s what you’ll learn: * **Model Behavior:** You’ll learn how LLMs generate text through an autoregressive loop, selecting one token at a time from a probability distribution. You’ll see how sampling parameters like temperature shape the output, why hallucinations happen, and how techniques like RAG, constrained generation, and chain-of-thought reasoning all work within this same loop. * **Model Architecture and Attention:** You’ll look inside the transformer to understand what attention is really doing, how positional encoding tracks token order, and how multiple layers and attention heads work together to turn an input sequence into a next-token prediction. * **Scaling and Deploying:** You’ll learn why GPUs are well-suited for transformer inference and where the real bottlenecks are. You’ll build practical intuition for quantization, KV caching, flash attention, and speculative decoding, including the tradeoffs each one introuces for cost, speed, and output quality. The minimum fee is to pay the venue and avoid no show and make this group of people sustainable in the long term

Hi All, We are excited to invite you to another informative and coding session on Saturday morning. Come network with data enthusiasts, share ideas, projects, and advance your programming skills. We recommend bringing a fully charged laptop. Agenda: 10:00 – 10:40 Add Apache Spark to your data manipulation by Mark O’Dowd 11:00 – 11:40 Building End-to-End Data Pipelines by Roman Golovnya 11:50 – 12:30 Projects & Networking Let Roman Golovnya know if you're interested in hosting the next event or presenting at future meetups. You can contact him via meetup messages or email [roman.golovnya@gmail.com.](http://roman.golovnya@gmail.com./)

**The most exciting night for singles in Dublin — high-energy, social, and unforgettable.** **[GET YOUR TICKET HERE!](https://www.eventbrite.com/e/big-social-singles-meetup-tickets-1988182772192?aff=oddtdtcreator)** **🔥 What Is Big Social Singles Meetup?** This is NOT speed dating — it’s a vibrant, modern way to meet people through **fast-paced group challenges**, clever prompts and playful interactions. Expect a buzzing atmosphere, smooth rotations, and the perfect mix of fun, spontaneity and chemistry. Designed for people who want a bigger, fresher and more dynamic social night out in Dublin. **🎯 What to Expect** * **6 interactive activities** (ice-breakers, missions, challenges and surprise tasks) * Constant group rotations so you meet plenty of people * Creative prompts instead of awkward small talk * A fun, international crowd in their 20s–40s * **Drink tokens** for winners and standout players Everything is designed to make meeting new people feel natural, energetic and genuinely enjoyable. **🎁 Rewards & Mini-Prizes** Each activity has its own mini prize — usually a **drink token** or small treat — for the most engaged groups or standout players. It keeps the night lively, competitive and extra fun. **🌍 A Social, International Atmosphere** Expect a friendly, diverse group of people who come ready to talk, laugh and enjoy a memorable night out. The guided structure makes it easy to connect, even if you come alone or tend to be shy at first. **🎟️ Balanced Numbers & Better Early Prices** We manage the gender balance throughout all releases so the experience works for everyone. Early releases always offer the best value — once they’re gone, they’re gone. **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events **🎉 Join the Experience** No pressure. No awkward silences. Just games, great vibes… and the chance to meet someone special (or many amazing friends). We can’t wait to see you! ❤️

Life Drawing Session, Saturday afternoons 12-3pm in lovely Dublin City centre studio, with huge south facing bay windows and loads of natural light. Easels, drawing boards, all art materials and tea and coffee included. All levels of experience and or confidence (or lack of) are welcome! 50e for one session or 250 for six Small groups to allow for 2m per participant Bookings are confirmed on payment, and can be done by bank transfer, card over the phone or Revolut. Please contact 0863514303 or studio10dublin@gmail.com to ask if we have a spot available for you.

Tired of casual chit chat with no connection among strangers? Looking for a new activity to pick up on weekends? Ready to get your body moving, sweating, and discover a new side of yourself you did not know you had? You are in luck, we have just what the doctor ordered! Experience the wonderful environment that can only be had with the sound of Afro-Latin music. Learn to feel the rhythm and body movement of traditional Cuban Salsa, show off your moves with Sensual bachata, or simply come to have good craic and meet new folks! Class schedule as follows: ● **4 - 445pm:** Bachata/Salsa class (alternate weeks) ● **445 - 6pm:** Social Dance ● **VENUE**: Wood Quay Ampitheatre D8 ***Note***: *Meetup attendance list is not reflective of actual number of people that show up! Come with or without a partner and get ready to dance!* Check our website for specifics on upcoming events: [https://www.dublinsalsabachata.com](https://www.dublinsalsabachata.com/)

Create your own resin earrings in Dublin! Join my hands-on workshop and design unique, handmade pieces from scratch. No experience needed — just creativity and good vibes 💫 🎨 Limited spots available!

**Craft Night has returned to Tog!** *From 6.30 pm to 8.30 pm every second Sunday, drop by and join in.* Whether you make the yarn itself (we love spinners!) or noodle about with e-textiles and blinky quilts, you will be very welcome. If you haven’t been to Craft Night before, it’s mainly people working on portable crafts like yarn-based and textile projects, jewellery and paper crafts. Feel free to bring your current WIP (Work In Progress). We’ll take over the common area with crafting and conversation. We might even try to bring a group Craft Night project to Dublin Maker (it’s been a while!). You’ll find the nights on [our calendar](https://www.tog.ie/calendar/), so you don’t need to remember which every other Sunday it is. Newcomers to Tog are more than welcome to join us. See you there!

We at Freesalsa Ireland believe in growing the community, something our friend DJ Leo also believes in. Therefore, we are delighted to promote his weekly practice here on our Meetup for those of you looking to spend their Sunday in the best way. There will be a 60-minute lesson before social with the award-winning DJ Leo until 17.00. Prices stand at a very affordable: €5: Only Social or Only Class €5: for beginners class and social €7: for intermediate/improvers class and social. *Please note, class capacity is limited, so arrive early to be sure of a spot; first come, first serve. This is why we dance. To spend time with folks and have new experiences. You won't find a better group to do that with than this. See you all then.

You’re invited to experience chanting HU, contemplative time, and spiritual conversation with others of like heart. HU is a sacred sound and ancient mantra. It is an ancient name for God that has been sung for thousands of years in many lands for spiritual unfoldment. HU can uplift people of any religion, culture, or walk of life. All are welcome! This is a hybrid event, in-person and online. It will take place in the ECK Centre, 4 Lower Mount Street, Dublin 2, D02 AX96, Ireland, and on Zoom. **To join the in-person meeting**, please come along to the ECK Centre a few minutes before the start time. **To join online via Zoom**, please click the **[LINK TO REGISTER](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf)**[ ](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf) [https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf)[ ](https://us02web.zoom.us/meeting/register/tZAsd-ygqD0pEtz_ArkglopMTKMRaOqirMeA). After registering you will receive a confirmation email containing information about joining the meeting. Experience some of the many benefits of HU: • Inner peace and calm • Divine love • Expanded awareness • Spiritual self-discovery and growth • Healing of the heart This free event will include: • A short reading or quote • HU Chant (for 15 to 20 minutes) • A few minutes contemplative time • Spiritual Conversation “Welcome to the worlds of HU, an ancient, universal name for God. This sacred word can spiritually uplift people of any religion or walk of life. It is freely given—a gift beyond measure. . . Love is love. And you are that. HU is the Sound of Soul.” * Harold Klemp, “The Sound of Soul,” p. 1 Please RSVP This is a hybrid event, in-person and online. It will take place in the ECK Centre, 4 Lower Mount Street, Dublin 2, D02 AX96, and on Zoom. **[LINK TO REGISTER](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf)**[ ](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf) [https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf](https://us02web.zoom.us/meeting/register/tZcldOmsrTMuH9Mi8_j2EuzfjB33kbHnpxnf)[ ](https://us02web.zoom.us/meeting/register/tZAsd-ygqD0pEtz_ArkglopMTKMRaOqirMeA). After registering you will receive a confirmation email containing information about joining the meeting.

**Hands in the Soil: Community Growing, Learning & Craic** This first gathering will be a relaxed mix of **hands-on garden work, shared learning, and good conversation**. It’s about getting together in a real space, doing something practical, and seeing what ideas and connections might grow from there. On the day, we’ll: * Get our **hands dirty** with some light garden work and soil prep * Do some **seed sowing** and talk about what grows well locally * **Make kombucha together** and chat about fermentation, food, and simple home practices * Share knowledge, questions, and experiences around growing food * Enjoy some **fellowship, chats, and a bit of craic** along the way.Alongside the practical side, we’ll also have an open, informal discussion about a bigger idea: * The possibility of **small community “park farms” or gardens** in underused green spaces around Dublin * What that might look like, what’s realistic, and whether others feel drawn to exploring it further There’s no pressure, no expertise required, and no expectation beyond showing up with curiosity and a willingness to pitch in. Whether you’re experienced with gardening or completely new, you’re very welcome. Bring clothes you don’t mind getting muddy, and if you have them, gloves. Everything else will be very low-key. This is just a **first step** — a chance to meet, work, talk, and see if there’s a shared appetite to keep growing something together.

**[FOLLOW OUR LIVE LOCATION HERE!](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)** **✨ Dynamic Conversations** Enjoy small-group conversations (2–3 people per blanket) at dedicated language blankets. There will always be **English-only blankets**, and every attendee rotates through these blankets during the **first and last rotation**. **🏷️ Language Stickers on Arrival** As soon as you arrive, you’ll receive: • **Native language stickers** (with flags + “native”) • **Practicing language stickers** (with flags + “practicing”) You may choose multiple practicing languages. These stickers help you join the right tables and connect with people who match your goals. **🔄 Rotations Every 30 Minutes** Every 30 minutes, the organizer rearranges groups based on preferred languages. We aim for **bilingual tables**, ideally with at least one native or advanced speaker. If no native speakers are available, we can still create a blanket as long as **two people want to practice the same language**. **🌍 Popular Languages** English, Spanish, French, German, Portuguese, Italian, and any other language requested by at least two attendees. **📈 All Levels Welcome** Beginner or advanced—everyone is welcome. The only requirement is enthusiasm and willingness to communicate. **🃏 Complimentary Snacks** Enjoy complimentary **Pringles around 8:00 PM**. **💸 Pay-as-you-go (Cash / Card)** • €6 General Admission • €5 Students • €4 per person when you bring friends **⭐ Loyalty Card (Automatically Activated)** Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**. **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events **🎉 Join Us!** A fun, relaxed evening full of languages, new people, and confidence-building conversations. **RSVP now! 🚀**

Let's spend a summer afternoon exploring the area around the River Liffey and Grand Canal Dock. We'll meet at **Mayor Square** at **15:00**, outside Cool Hand, where we can grab a coffee before we set off. After taking some time around the square and the north side of the Liffey, we'll cross either the Sean O'Casey or Samuel Beckett bridge, and walk along the south of the river. Our end goal is to get to Grand Canal Square, which should provide an excellent opportunity for urban landscapes and architecture photography. There are also quite a few options for food and drinks in the area, so we can end our walk in a pub restaurant. If you'd like to stay in touch between events to share and chat about photos, life, the universe, and everything, you can join our new Signal or Telegram group chats, linked below. * [Signal Group Chat](https://signal.group/#CjQKIHwLgV-sbNo5zEs-puKDIuniaus_YfYSdRJTbtwO_MwEEhCiXhPvTTOjK05Ckda4ADzP) * [Telegram Group Chat](https://t.me/+MyFJqkiPZksyNGY0)

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Come join CORGSCON the Columbus, Ohio retro gaming expo at the Bricker Building – Ohio Expo Center June 6th-7th Saturday: 11am-6pm Saturday After Party: 6PM – 10PM Sunday: 11am-4pm PLEASE NOTE: RSVP for this event does NOT give you access to the event. Please buy tickets for the event on the website here or onsite at the event: [https://www.corgscon.com/tickets/](https://www.corgscon.com/tickets/) We'll have COGG game developers there showcasing their games alongside the [GDEX game expo](https://www.thegdex.com/) also happening later this year. Find out more here: [https://www.corgscon.com/](https://www.corgscon.com/)

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd