How to get started with Machine Learning Aleksa Gordić - The AI Epiphany 2026-09-22 | How to get started with Machine Learning
Archie: an engineering AGI for Dyson Spheres | P-1 AI | $23 million seed round Aleksa Gordić - The AI Epiphany 2025-05-05 | Phew, I can finally share what I've been up to since last summer! We just raised a $23 million seed round!! 😅 I co-founded P-1 AI w/ Paul Eremenko (ex CTO of Airbus, UTC) and Adam Nagel (ex engineering director at Airbus) with a mission to build an engineering AGI for the built world.Our vision is simple: we want to build an engineering AGI for the real world to help us design airplanes, Dyson Spheres, cars, HVAC systems, etc.Our system is called Archie.A big thank you to our VC Radical Ventures for leading our round (they backed up Fei Fei Li's startup and some of the best AI startups out there) as well as our other investors!Also a huge thank you to our angels Jeff Dean (Google DeepMind), Peter Welinder (VP of Product at OpenAI), and my other friends Bob van Luijt, Luis F Voloch, Waikit Lau, etc. who believed in us! And last but definitely not least the amazing team behind P-1 AI!We'll be rapidly expanding the size of the team.Our GPU cluster is humming in the background, join while it has free cycles. :PI'm hiring for cracked ML research engineers!Apply: p-1.ai ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ * P-1 AI: p-1.ai* Fortune article: fortune.com/article/startup-ai-funding-starship-google-deepmind-airbus-veterans* BusinessWire article: businesswire.com/news/home/20250425073932/en/P-1-AI-Comes-Out-of-Stealth-Aims-to-Build-Engineering-AGI-for-Physical-Systems▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 What are we building, raising $23 million seed01:38 Demo starts! Load a design from file system04:18 Modify the design's coefficient of performance06:57 Modify the cooling power, under geometric constraints09:00 Swap a compressor10:28 Dealing with broken designs11:40 Fixing geometric interferences12:55 I'm hiring for Research Engineers, Backend and MLOps engineers▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Huge thank you to these AI Epiphany patreons:Eli Mahler▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 📄 Website - gordicaleksa.com💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#engineering #agi #dysonsphere #archie #p1ai
Build AI Agents using Integrail (Halloween special) Aleksa Gordić - The AI Epiphany 2024-11-07 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEAnton Antich joined us for a hands-on session full of demos showing how to build useful agents for various purposes: summarize daily ML arxiv, write email drafts, etc.Check out Integrail here: integrail.ai (and get free credits!)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Integrail platform (+ free credits): integrail.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 06:35 Integrail intro - free credits on the platform06:35 - 16:15 What are agents, the story/team behind integrail16:15 - 27:55 Integrail platform demos!27:55 - 35:05 Live ad hoc demo implementation - parse job posts into text35:05 - 41:30 Email demo - draft an email41:30 - 55:41 More demos: scrape arxiv, deploy an endpoint, etc▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli Mahler▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 📄 Website - gordicaleksa.com💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#aiagents #llms #integrail #agentsplatform
Cracked Engineers - Find Tech Jobs / Hire Tech Talent Aleksa Gordić - The AI Epiphany 2024-10-29 | I just built a tech jobs platform called "Cracked Engineers"! :))In this video I give you a quick walk-through and demonstrate how it works.You can find it here: crackedengineers.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ CMLE: crackedengineers.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:42 Why did I build Cracked Engineers?00:04 - 03:25 Landing page - discover tech jobs!03:25 - 05:25 User dashboard, subscribe to newsletter05:25 - 07:50 Post your first job post07:50 - 08:18 Feedback and bugs appreciated▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#crackedengineers #hiretechtalent #techjobs #findtechjobs
Imbue - training a 70B model from scratch! (w/ Bowei - head of infra) Aleksa Gordić - The AI Epiphany 2024-09-16 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEBowei joined us from Imbue to talk about Imbue's latest endeavor: building the infra to support a 70B model training! They wrote up an amazing blog post with a lot of details describing the grind that was needed to set everything up from scratch. :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Blog post: imbue.com/research/70b-infrastructure (From bare metal to a 70B model: infrastructure set-up and scripts)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:45 Intro00:45 - 02:25 Hyperstack GPUs (sponsored)02:25 - 11:30 Bowei's background11:30 - 18:30 More on Imbue, their research, their focus18:30 - 26:20 Training a 70B model26:20 - 45:40 Building a cluster from scratch45:40 - 59:25 Anecdotes, Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#imbue #infra #70b #llm
LLaMA 3 Deep Dive! (Thomas Scialom - Meta) Aleksa Gordić - The AI Epiphany 2024-07-31 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEThomas joined us for the second time to talk about their latest work: LLaMA 3! We cover synthetic data for pre/post training, why didn't they go with MoE, privacy (was it trained on Facebook user data?), and much more.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ LLaMA 3: ai.meta.com/research/publications/the-llama-3-herd-of-models▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:27 Intro00:27 - 02:08 Hyperstack GPUs platform! (sponsored)02:08 - 06:40 What is new in new Llama?06:40 - 13:30 Synthetic data13:30 - 15:35 Privacy - training on Facebook user data?15:35 - 19:10 Scaling and distillation19:10 - 25:35 MoE, new architectures?25:35 - 37:15 Upper boundary for the quality of SX data?37:15 - 45:10 Context length45:10 - 46:40 What framework does Meta use for Llama46:40 - 51:20 Playing with smaller Llamas51:20 - 53:20 Multilingual capabilities▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#llama3 #llms #meta #opensource
Best LLM? Qwen 2 LLM w/ author Junyang Lin Aleksa Gordić - The AI Epiphany 2024-07-03 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEJunyang joined us to talk about the recently annonced Qwen2 LLM!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ qwenlm.github.io/blog/qwen2▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:00:32 Intro00:00:32 - 00:02:13 Hyperstack GPUs (sponsored)00:02:13 - 00:07:05 Junyang & Qwen team at Alibaba00:07:05 - 00:13:05 Qwen200:13:05 - 00:15:55 Tokenizer00:15:55 - 00:23:30 Training Qwen200:23:30 - 00:30:50 Pretraining data00:30:50 - 00:37:35 Model Architecture (changes?)00:37:35 - 00:50:00 Context length00:50:00 - 00:57:50 Post-training00:57:50 - 00:59:20 Benchmarks/safety00:59:20 - 01:03:32 Future work▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#qwen2 #alibaba #llms
State Space Models w/ Albert Gu & Karan Goel (Cartesia AI) Aleksa Gordić - The AI Epiphany 2024-06-16 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEAlbert & Karan joined us to talk state space models. They are the authors of the seminal S4 paper, Albert is the main author of thee Mamba paper - and together they're pioneering the SSM research and competing against transformer supremacy! :)Recently they posted super cool demos demonstrating just how much more real-time these models are compared to the baselines.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ check out Cartesia AI: cartesia.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:01:56 Intro00:01:56 - 00:03:37 Hyperstack GPUs! (sponsored)00:03:37 - 00:09:45 Cartesia AI, real-time intelligence00:09:45 - 00:12:05 text-to-speech demo00:12:05 - 00:36:35 state space models (SSMs)00:36:35 - 00:38:30 bitter lessons transformers vs SSMs00:38:30 - 00:41:30 free lunch? what are the actual tradeoffs?00:41:30 - 00:42:55 Computing SSMs convolutionally00:42:55 - 00:50:00 What is the state (RNNs, Attention, Conv, Neural ODEs)00:50:00 - 00:55:30 Mamba 2, discrete vs continuous spectrum00:55:30 - 01:03:39 Q&A: scaling laws▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#statespacemodels #ssms #transformer #albertgu #karangoel #cartesiaai
Fine-tune LLMs 30x faster! With Daniel Han (Unsloth AI) Aleksa Gordić - The AI Epiphany 2024-06-06 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEDaniel Han from Unsloth AI joined us to walk us through his bug-hunting process and how to make LLM fine-tuning 30x faster. :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ check out unsloth ai: unsloth.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:01:40 Intro00:01:40 - 00:03:21 Hyperstack GPUs! (sponsored)00:03:21 - 00:06:30 About Daniel, getting started with ML00:06:30 - 00:11:00 Using Desmos to check grads00:11:00 - 00:38:00 Deep dive into Gemma bugs00:38:00 - 00:50:00 approximate GELU bug00:50:00 - 00:54:15 What are the bottlenecks to speeding up the runtime?00:54:15 - 00:58:30 comparison with llm.c?00:58:30 - 01:00:00 Is multi-GPU coming to Unsloth? :)01:00:00 - 01:05:19 Reproducibility in ML research▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#unslothai #llms #finetuning #ml
Hamel Husain - Building LLM Apps in Production Aleksa Gordić - The AI Epiphany 2024-05-26 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEHamel joined us to talk about his work as a consultant in the LLM space and discuss the common problems a lot of ML startups he's worked with share.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ website: https://hamel.dev/▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 01:11 Intro01:11 - 02:52 Hyperstack GPUs (sponsored)02:52 - 14:00 Hamel's story14:00 - 21:30 Consulting in the LLM space21:30 - 29:25 Problems companies face - Looking at data & collect traces29:25 - 33:30 Write unit tests :)33:30 - 36:45 How do you find interesting companies?36:45 - 50:25 Common mistakes50:25 - 58:18 How does consulting pay?▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#llms #llmapps #evals #data
Building Julius AI to 500.000 users w/ Rahul (founder) Aleksa Gordić - The AI Epiphany 2024-05-11 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEWe had Rahul joining in to talk about what they're cooking at Julius AI! You might know Rahul as Rahul Ligma from the now famous twitter take-over prank. We dig into the background story of that event as well and go through his journey from Uber, Facebook to building Julius.Note: this video is not sponsored by Julius AI, I just like what Rahul is doing. :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Check out Julius AI here: julius.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:00:38 Intro00:00:38 - 00:02:19 Hyperstack GPUs (sponsored)00:02:19 - 00:10:18 Twitter prank, YC, Rahul's journey00:10:18 - 00:13:35 Moving to SF - tips00:13:35 - 00:20:25 Why support R? R vs Python00:20:25 - 00:38:50 Julius AI live demo00:38:50 - 00:41:45 Rahul's favorite use-case (Rice university)00:41:42 - 00:44:00 Guards against malicious users00:44:00 - 01:01:42 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#juliusai #ai #aiapps
DeepMinds TacticAI: an AI assistant for football tactics | Petar Veličković Aleksa Gordić - The AI Epiphany 2024-05-03 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEPetar Velickovic joined us to share more on his latest work - TacticAI - an AI assistant for football tactics!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ TacticAI: an AI assistant for football tactics: arxiv.org/abs/2310.10553▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:00:39 Intro00:00:39 - 00:02:20 Hyperstack GPUs (sponsored)00:02:20 - 00:10:15 Why AI for football?00:10:15 - 00:17:50 DeepMind's collaboration with Liverpool FC00:17:50 - 00:39:00 TacticAI00:39:00 - 00:53:45 Quantitative & human evaluation00:53:45 - 00:58:25 Greatest hits from TacticAI00:58:25 - 01:05:58 Outro / Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#tacticai #football #deepmind
Ishan Misra (Meta) - Emu Video Generation Aleksa Gordić - The AI Epiphany 2024-03-26 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEIshan joined us to talk about SSL and multimodal data, and in particular about his recent work on Emu Video!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ imisra.github.ioEmu Video: arxiv.org/abs/2311.10709▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:42 Intro00:42 - 02:23 Hyperstack GPUs (sponsored)02:23 - 04:42 Talk intro04:42 - 12:58 The effectivenes of MAE pre-training for billion scale pretraining12:58 - 29:26 ImageBind: One Embedding to Rule them All29:26 - 50:39 Emu Video50:39 - 54:30 Qualitative Comparisons, human eval54:30 - 55:25 Q&A / outro▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#computervision #meta #multimodal #emuvideo
InstructPix2Pix (w/ OpenAIs Tim Brooks) Aleksa Gordić - The AI Epiphany 2024-03-13 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEWe had Tim Brooks join me to discuss his PhD work - Instruct Pix2Pix. Tim is also a co-author of the recent Sora work so we might have him soon again. :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ timothybrooks.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 01:34 Intro01:34 - 03:21 Hyperstack GPUs (sponsored)03:21 - 59:18 Instruct Pix2Pix▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#instructpix2pix #timbrooks #openai #sora
GPT-Fast - blazingly fast inference with PyTorch (w/ Horace He) Aleksa Gordić - The AI Epiphany 2024-03-07 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEHorace He joined us today to talk more about how to make inference fast using just PyTorch native operations!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ pytorch.org/blog/accelerating-generative-ai-2github.com/pytorch-labs/gpt-fast▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:45 Intro00:45 - 02:23 HyperStack GPUs! (sponsored)02:23 - 08:40 What is GPT-Fast?08:40 - 28:15 PyTorch compile28:15 - 32:15 int8 quantization32:15 - 40:12 Speculative Decoding40:12 - 42:05 Int 4 quantization42:05 - 45:25 Putting it all together, tensor parallelism45:25 - 58:10 Bonus optimizations58:10 - 01:05:04 Outro, questions▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#gptfast #inference #pytorch
How does Groq LPU work? (w/ Head of Silicon Igor Arsovski!) Aleksa Gordić - The AI Epiphany 2024-02-28 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEI invited head of silicon at Groq, Igor Arsovski, to share the nitty-gritty details behind Groq's LPUs! LPU or language processing units showed promising results (understatement of the year) on inference benchmarks compared to NVIDIA GPUs.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00:00 - 00:00:42 Intro00:00:42 - 00:02:23 Hyperstack GPU cloud (sponsored)00:02:23 - 00:12:18 What does Groq do?00:12:18 - 00:26:40 Hardware00:26:40 - 00:37:52 Software00:37:52 - 00:45:09 Power control00:45:09 - 00:54:22 Networking00:54:22 - 00:59:30 AllReduce comparison between GPUs and LPUs00:59:30 - 01:04:10 GPU vs LPU01:04:10 - 01:11:45 Outro▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#groq #lpu #aichip #ai
Thomas Wolf (HuggingFace) - the case for open-source! Aleksa Gordić - The AI Epiphany 2024-02-21 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKETalk with Thomas Wolf who was the first developer of the now famous transformers library and the chief science officer of HuggingFace. We talk about their beginnings, open-source, how they organize their teams (given that they're fully remote), and a lot more! Enjoy! :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ thomwolf.io▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:45 Intro00:45 -02:25 Hyperstack GPUs (sponsored)02:25 - 14:30 Huggingface and the case for open-source!14:30 - 16:55 How does HF earn money?16:55 - 23:00 evals, lmsys23:00 - 29:25 TGI license?29:25 - 31:35 Gradio, dall-e mini phenomenon31:35 - 39:10 Open Research - BigScience39:10 - 41:40 How to get hired at HuggingFace?41:40 - 53:29 current projects▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#thomaswolf #huggingface #opensource
Jeremy Howard - answer.ai, what is wrong with the academia and industry Aleksa Gordić - The AI Epiphany 2024-02-15 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKETalked with Jeremy about what he's trying to accomplish with answer.ai, what is wrong with the current incentives in the industry & academia, how we're wasting the human potential, etc. :) enjoy!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ answer.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 00:49 Intro00:49 - 02:29 Hyperstack GPUs sponsor02:29 - 29:48 What is answer.ai? How to get hired?29:48 - 37:42 Incentives in the industry and academia37:42 - 41:47 Thoughts on Mojo an d Chris Lattner41:47 - 45:10 fast.ai future?45:10 - 54:49 unlocking human potential▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#jeremyhoward #answerai #openai
LLaMA 2 w/ Thomas Scialom (LLaMA 2 lead) Aleksa Gordić - The AI Epiphany 2023-12-14 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEThomas from Meta joined us to talk about his story, his work on various Meta projects including Galactica, LLaMA 2, BLOOM, etc.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Thomas's G Scholar: https://scholar.google.fr/citations?user=qou4P-kAAAAJ&hl=en▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 Thomas''s story12:45 The Sci-Fi moment16:30 Large is all you need23:37 Supervised fine-tuning24:25 Human Preference43:25 What happens next?46:45 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerDavid HoodPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#llama2 #meta #llama #thomasscialom #galactica
EleutherAI Pythia w/ Hailey Schoelkopf Aleksa Gordić - The AI Epiphany 2023-12-12 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKEHailey from EleutherAI joined us to talk about her story, her work on the BLOOM project, Pythia, Llemma, lm harness, and beyond!▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Hailey's G Scholar: scholar.google.com/citations?user=XLahYIYAAAAJ&hl=en▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 Hailey's story10:50 Pythia17:00 What can you do with open-(data, weights) LMs?43:20 Research infra46:00 Llemma: open-weights mathematics base models51:00 LM-Eval-Harness53:40 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerDavid HoodPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#pythia #eleutherai #lmevalharness #haileyschoelkopf
Lucas Beyer (Google DeepMind) - Convergence of Vision & Language Aleksa Gordić - The AI Epiphany 2023-12-08 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKELucas from G DeepMind joined us to talk about the recent convergence of vision & language and various projects he was a part of (PaLI, ViT, etc.).▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Lucas Beyer website: http://lucasb.eyer.be▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 Lucas's story10:45 Motivation26:00 Language as API for vision34:00 LiT tuning40:00 Convergence of architectures48:40 PaLI (vision language model)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSORThe AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerDavid HoodPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#visiontransformer #lucasbeyer #deepmind #google
Tanishq Abraham (PhD at 19) - MedARC Aleksa Gordić - The AI Epiphany 2023-12-06 | Become a Patreon: patreon.com/theaiepiphany👨👩👧👦 Join our Discord community: discord.gg/peBrCpheKETanishq joined us to tell us more about his story & his great work in the medical AI space.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Tanishq's website tanishq.ai▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 Tanishq's story12:00 MedARC25:42 MindEye - reconstructing mental images51:40 Tanishq's PhD work55:30 How do you get involved?57:00 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSOR Patreon - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerDavid HoodPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#medicalAI #tanishq #phd
building the best RLHF (TRLX) library w/ Louis Castricato Aleksa Gordić - The AI Epiphany 2023-11-13 | ❤️ Become The AI Epiphany Patreon ❤️patreon.com/theaiepiphany👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKELouis walks us through his journey of building CarperAI.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ✅ github.com/CarperAI/trlx▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 A bit about Louis himself02:20 Start of Carper07:00 Start of trlx09:25 Growing Carper & OSS32:30 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerDavid HoodPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#rlhf #carperai #stabilityai #opensource #trlx
Jarvis for Images! (demo) - run locally, no external APIs Aleksa Gordić - The AI Epiphany 2023-11-10 | ❤️ Become The AI Epiphany Patreon ❤️patreon.com/theaiepiphany👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEI just built Jarvis for images :) all models are fully open-source, all running on my local machine (no external APIs, no OpenAI)there is a ton of optimizations i can introduce to make this even more real-timeyou can manipulate images using your voice (real-time) search for images, select them, segment them, modify them via inpainting, talk with them, send them to social media automatically :)everything you see was filmed from a single go (I just cut out the diffusion model generation step to reduce the length of the vid)just a fun side project I did while waiting for my 16 A100s to arrive :) i'm cooking some LLMs and open-sourcing Open-NLLB (check it out here if interested: github.com/gordicaleksa/Open-NLLB) - you'll be able to use it for commercial use-cases.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar VeličkovićDavid▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#jarvis #opensource #machinelearning
OpenAI DALL-E 3 with James Betker (1st author) Aleksa Gordić - The AI Epiphany 2023-10-29 | ❤️ Become The AI Epiphany Patreon ❤️patreon.com/theaiepiphany👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEJames joined us to share his work on DALL-E 3! James has a super fascinating story. He worked in the security space back at Google. In his free time he open-sourced tortoise TTS which captured the attention of many researchers back in 2021. One thing led to another and he got hired by OpenAI to work on DALL-E 3. :)The interesting insight he had was that we should use synthetic data to train these systems which was not a mainstream idea back in 2021. He also took insights from the DALL-E paper (diffusion models) in building his project. I personally wouldn't be surprised if companies such as 11labs simply took his work and built on top of it :)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ✅ James's project: github.com/neonbjb/tortoise-tts✅ Paper: cdn.openai.com/papers/dall-e-3.pdf▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 James's talk25:30 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#dalle3 #imagegeneration #openai #jamesbetker
The Vesuvius challenge breakthrough with Luke Farritor Aleksa Gordić - The AI Epiphany 2023-10-26 | ❤️ Become The AI Epiphany Patreon ❤️patreon.com/theaiepiphany👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEWe discuss the Vesuvius challenge with the first person who read the letters from the carbonized scrolls :)The goal of the Vesuvius challenge is to decipher the ancient text from carbonized scrolls found in Herculaneum in a house that belonged to Julius Cesar's father-in-law, close to Vesuvius.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ✅ scrollprize.org▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 The talk25:00 Q&A▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#vesuviuschallenge #romanempire #machinelearning
Day 30: Open NLLB - iterating on fasttext HBS LID, filtering (Pt 1) Aleksa Gordić - The AI Epiphany 2023-10-04 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 29: Open NLLB - testing & improving fasttext HBS LID (Pt 3) Aleksa Gordić - The AI Epiphany 2023-10-04 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 29: Open NLLB - handling German data, training fasttext HBS LID (Pt 2) Aleksa Gordić - The AI Epiphany 2023-10-03 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 29: Open NLLB - training fasttext LID (Pt 1) Aleksa Gordić - The AI Epiphany 2023-10-03 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 3) Aleksa Gordić - The AI Epiphany 2023-10-03 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 2) Aleksa Gordić - The AI Epiphany 2023-10-02 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 1) Aleksa Gordić - The AI Epiphany 2023-10-02 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 27: Open NLLB - filtering stage hyperparams, HBS LID detector (Pt 3 cont.) Aleksa Gordić - The AI Epiphany 2023-10-02 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 27: Open NLLB - filtering stage hyperparams, HBS LID detector (Pt 3) Aleksa Gordić - The AI Epiphany 2023-10-02 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 27: Open NLLB - profiling parallel fuzzy dedup, filtering stage hyperparams (Pt 2) Aleksa Gordić - The AI Epiphany 2023-10-01 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 27: Open NLLB - speeding up fuzzy dedup, tqdm multi process (Pt 1) Aleksa Gordić - The AI Epiphany 2023-10-01 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 26: Open NLLB - filtering HBS, union find, paper reading (Pt 2) Aleksa Gordić - The AI Epiphany 2023-09-30 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 26: Open NLLB - filtering HBS, refactoring, wrapping up MinHash LSH (Pt 1) Aleksa Gordić - The AI Epiphany 2023-09-30 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 25: Open NLLB - filtering HBS (Pt 3) Aleksa Gordić - The AI Epiphany 2023-09-29 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 25: Open NLLB - filtering HBS (Pt 2) Aleksa Gordić - The AI Epiphany 2023-09-29 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 25: Open NLLB - filtering HBS (fuzzy dedup, toxicity, LID) (Pt 1) Aleksa Gordić - The AI Epiphany 2023-09-29 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 24: Open NLLB - back from China, filtering HBS data (Pt 3) Aleksa Gordić - The AI Epiphany 2023-09-29 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 24: Open NLLB - back from China, analyzing spikes, preparing HBS run (Pt 2) Aleksa Gordić - The AI Epiphany 2023-09-29 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 24: Open NLLB - back from China, fuzzy dedup, preparing HBS run (Pt 1) Aleksa Gordić - The AI Epiphany 2023-09-28 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) getting ready to train the first baseline English2HBS.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 23: Open NLLB - day before China trip! Refactoring & pushing changes (Pt 1 cont.) Aleksa Gordić - The AI Epiphany 2023-09-17 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) - LID, optimizations, tokenizer▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 23: Open NLLB - day before China trip! fuzzy dedup, paper reading (Pt 3) Aleksa Gordić - The AI Epiphany 2023-09-16 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 23: Open NLLB - day before China trip! LID, fuzzy dedup, paper reading (Pt 2) Aleksa Gordić - The AI Epiphany 2023-09-16 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 23: Open NLLB - day before China trip! LID, parallelization, HBS tokenizer (Pt 1) Aleksa Gordić - The AI Epiphany 2023-09-16 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) - LID, optimizations, tokenizer▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 22: Open NLLB - HBS data analysis, split into Cyrillic & Latin (Pt 3) Aleksa Gordić - The AI Epiphany 2023-09-15 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian) - dedup analysis, splitting into Latin & Cyrillic, etc.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
Day 22: Open NLLB - HBS data analysis, split into Cyrillic & Latin (Pt 2) Aleksa Gordić - The AI Epiphany 2023-09-15 | 👨👩👧👦 Join our Discord community 👨👩👧👦discord.gg/peBrCpheKEContinuing on with the data work (Serbian, Croatian, Bosnian)▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 BECOME A PATREON OF THE AI EPIPHANY ❤️ If these videos, GitHub projects, and blogs help you,consider helping me out by supporting me on Patreon! The AI Epiphany - patreon.com/theaiepiphanyOne-time donation - paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons:Eli MahlerPetar Veličković▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - linkedin.com/in/aleksagordic 🐦 Twitter - twitter.com/gordic_aleksa 👨👩👧👦 Discord - discord.gg/peBrCpheKE📺 YouTube - youtube.com/c/TheAIEpiphany📚 Medium - gordicaleksa.medium.com 💻 GitHub - github.com/gordicaleksa 📢 AI Newsletter - aiepiphany.substack.com▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬#opensource #meta #nolanguageleftbehind
