barbaroMojo

Hey Atlanta - if you always wanted those zesty Cuban flavors to come with more heat, @BarbaroMojo has you covered! You can try 2 of his sauces on 1/31 on my Tasting Table at @atlantucky brewery by Mercedes Benz Stadium at @hotsaucefestatl wings popup! 12-6

Still need gifts? We’ve got you! Find Barbaro Mojo & Santa at the SoMi Night Market this weekend. Dec 20–21 | 5:30–9:30 PM Shop the perfect last-minute gifts + plenty of flavor 🌶️🎁

Hallacas Navideñas con un buen Piñazo 😂🌶️🔥 Have you made these before? Can't wait to try!! Don't forget to place your orders by tonight for arrival by Christmas! Use code HOLLY15 to get 15% OFF your order. Order today 👉 loom.ly/mxVf7vw

The perfect gift isn’t late—if you order by tonight you'll receive your gift by Dec 24th! 🧑‍🎄 Hurry, get 15% OFF with code HOLLY15. Place you order now: loom.ly/mxVf7vw

🚨 Last call for holiday delivery! 🚨 Gifts shouldn’t be boring! Order Barbaro Mojo by tomorrow, Dec 17 to get it in time for Christmas! We’ve also extended 15% OFF with code HOLLY15 🎁 Don’t wait—this is it. Order now: loom.ly/mxVf7vw

just testing something real quick... if you're seeing this, RT to #ProBowlVote for De'Von Achane 👀

What it's like to watch AI fix a bug

Naughty or nice this year? 🎅🔥 Either way, we’ve got the perfect heat level to match your vibe. Missed our Cyber Week sale? You’re in luck — enjoy 15% OFF now through next Sunday! With code: HOLLY15 Order now: loom.ly/mxVf7vw

How I would fix the College Football Playoff.

@calcsam Book

@calcsam Very Interested

icymi we wrote a new agents book: patterns for building ai agents it has everything you need to take your agents from prototype to production, like agent design patterns, the basics of security, etc reply to this tweet with BOOK and we'll dm you so you can get a copy

How about a POV from the court of the winning shot 👀

@EladioSantiag14 Disagree, there is more than one drum, limb independence, and sight reading a drum chart is the same as any other melodic instrument

Drummers or many percussionist should have a phenomenal PERSISTENCE ( PERSPECTIVE ) OF TIME AND and a great sense of PROPORTIONALITY; However, they may lack the simultaneous multidimensional acuity of other instruments with tonal palettes The linear one dimensional nature of rhythm is limiting unless you play marimba or xylophone for when only focusing on producing MENTAL rewiring . ! Salvador Dalí ANOTHER OF THE crazy ONES! No offense to drummers of percussionists because we are family ! #Piano is a #Percussion instrument ! @JuilliardSchool @EastmanSchool @george_peabody @necmusic @IUJSoM @ColburnSchool @UC_CCM @TerpsMusic @frostschoolum @CurtisInstitute

The aftermath of pouring over 300 sauce samples onto tiny spoons - rather artistic! The judges were struggling tonight with so many good options to choose from. There are still a few VIP tickets left that come with a festival shirt and access to a separate Tasting Table.

Excited to release new repo: nanochat! (it's among the most unhinged I've written). Unlike my earlier similar repo nanoGPT which only covered pretraining, nanochat is a minimal, from scratch, full-stack training/inference pipeline of a simple ChatGPT clone in a single, dependency-minimal codebase. You boot up a cloud GPU box, run a single script and in as little as 4 hours later you can talk to your own LLM in a ChatGPT-like web UI. It weighs ~8,000 lines of imo quite clean code to: - Train the tokenizer using a new Rust implementation - Pretrain a Transformer LLM on FineWeb, evaluate CORE score across a number of metrics - Midtrain on user-assistant conversations from SmolTalk, multiple choice questions, tool use. - SFT, evaluate the chat model on world knowledge multiple choice (ARC-E/C, MMLU), math (GSM8K), code (HumanEval) - RL the model optionally on GSM8K with "GRPO" - Efficient inference the model in an Engine with KV cache, simple prefill/decode, tool use (Python interpreter in a lightweight sandbox), talk to it over CLI or ChatGPT-like WebUI. - Write a single markdown report card, summarizing and gamifying the whole thing. Even for as low as ~$100 in cost (~4 hours on an 8XH100 node), you can train a little ChatGPT clone that you can kind of talk to, and which can write stories/poems, answer simple questions. About ~12 hours surpasses GPT-2 CORE metric. As you further scale up towards ~$1000 (~41.6 hours of training), it quickly becomes a lot more coherent and can solve simple math/code problems and take multiple choice tests. E.g. a depth 30 model trained for 24 hours (this is about equal to FLOPs of GPT-3 Small 125M and 1/1000th of GPT-3) gets into 40s on MMLU and 70s on ARC-Easy, 20s on GSM8K, etc. My goal is to get the full "strong baseline" stack into one cohesive, minimal, readable, hackable, maximally forkable repo. nanochat will be the capstone project of LLM101n (which is still being developed). I think it also has potential to grow into a research harness, or a benchmark, similar to nanoGPT before it. It is by no means finished, tuned or optimized (actually I think there's likely quite a bit of low-hanging fruit), but I think it's at a place where the overall skeleton is ok enough that it can go up on GitHub where all the parts of it can be improved. Link to repo and a detailed walkthrough of the nanochat speedrun is in the reply.

⏰ Last chance to save on our Hispanic Heritage promo! Take 15% OFF all orders with code HERITAGE15, and the next 6 orders of our Signature 4-Pack get a FREE copy of The Eternal Forest by Elena Sheppard — a memoir celebrating the Cuban diaspora. 🇨🇺 🛍️ loom.ly/_qJCA9U

Finally got to meet the wonderful Elena Sheppard in person and hear her speak about The Eternal Forest at @booksandbooks. She’s every bit as kind and genuine as her words — so happy to be partnering with her to share her story.

Nothing says Cuban heritage like a plate of Ropa Vieja We teamed up with author Elena Sheppard, whose memoir The Eternal Forest beautifully explores Cuban diaspora, exile, and cultural memory, to share this classic recipe 🔥

Unpopular opinion that I feel I have enough data to now show…capsaicin tolerance once pushed past a certain point does not truly diminish like people think… instead it’s more of your mental state tricking you into the idea that it’s worse off for you.

We’re proud to highlight Elena Sheppard's powerful memoir, The Eternal Forest this Hispanic Heritage Month. The first 12 people who purchase our Signature 4-Pack will receive a copy of Elena’s book along with their order. Shop now: loom.ly/_qJCA9U