Yuri Kushch 🇺🇦 @YuriKushch
👨🏻💻 Senior SDE / Tech Lead @amazon Opinions are mine only. #architecture #algorithms #scalability ykushch.com Joined May 2014-
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Kyiv city centre right now.
Сегодня ракеты ударили по Киеву в 300 метрах от моего дома. :( Вдвойне больно от того, что эти ракеты запущены с территории страны, где я родился и вырос. Беларусы просрали все и даже национальную идею последних поколений «только бы не было войны»… :(
Kyiv, Sunday night (1.5 hours ago). Please, don’t ask me anymore why Ukrainians can’t forgive Russia. THIS IS MY HOMETOWN. My actual flat is there. My family is there.
Blood money. Still @tetrapak decided to stay and support aggression towards #Ukraine #StandWithUkraine
так, короче, довели изыскания в Premiere: не должно быть одинаково четкого фона и первого плана (ну если не снимали на дешевый смартфон, но тогда там другие проблемы) плюс зеленые края пиджака это погано выставленный свет и поганый монтаж
«Яндекс» предупредил акционеров о риске дефолта». А что случилось? В топе новостей «Яндекса» вроде всё спокойно.
🇺🇦🇺🇦🇺🇦 Hold Strong Ukraine 🇺🇦🇺🇦🇺🇦
How many Ukrainians have to die for NATO to cover the sky above us?
An opportunity to support Ukrainians here! Proceeds go to civilian efforts helping Ukrainians suffering from the war.
An opportunity to support Ukrainians here! Proceeds go to civilian efforts helping Ukrainians suffering from the war.
Stand with the people of Ukraine. Now accepting cryptocurrency donations. Bitcoin, Ethereum and USDT. BTC - 357a3So9CbsNfBBgFYACGvxxS6tMaDoa1P ETH and USDT (ERC-20) - 0x165CD37b4C644C2921454429E7F9358d18A45e14
This is what has happened today in Ukraine by Russia aggressor.
This is what has happened today in Ukraine by Russia aggressor.
Today, the #AlexaPrize SimBot Public Benchmark Challenge starts! It's the first time Amazon has welcomed teams other than those sponsored by the company to take part in the challenge. Visit the @eval_ai website for more information, and how to participate: amzn.to/evalai-simbot
First demo of Float tomorrow. 👀 I’ll give a lifetime account away to 1 random person who retweets this.
I have 5 copies of Machine Learning Bookcamp To win one: 🔸 Follow me 🔸 Retweet this tweet Winners selected randomly. Results announced on Wednesday ML Bookcamp - Learn machine learning by doing projects 🔗 bit.ly/mlbookcamp @ManningBooks
I give away lots of work for free: conference talks, educational videos, research papers, open source code, blog posts. If you want me to continue doing this, please consider supporting me on Patreon! Thanks ✨ ➡️ patreon.com/martinkl Blog post: martin.kleppmann.com/2021/02/23/pat…
Presley Kellon @KelloPresl
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Pliny the Prompter �.. @elder_plinius
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I battled against GPT4 for quite a while trying to encourage it to solve another version of this problem in this video: youtu.be/jkrNMKz9pWU?si…
Because AI is still only a pattern machine (an incredibly powerful one!). Here's how to see. Take a common trick question or puzzle, change it to not be a trick, ask GPT (here's Claude since I'm on Mobile, I use GPT4 by API and it does the exact same thing).
New blog post, looking at the great new paper from the Amazon MemoryDB folks: brooker.co.za/blog/2024/04/2… Much of the discussion on distributed systems is about scalability, but this paper shows how availability, durability, cost, and performance are equally important.
Marc got a DDoS attack and billed $2k 😱 And you don’t want to be the next guy. Here’s what you should do to avoid this 🧵 👇
New Anthropic research: we find that probing, a simple interpretability technique, can detect when backdoored "sleeper agent" models are about to behave dangerously, after they pretend to be safe in training. Check out our first alignment blog post here: anthropic.com/research/probe…
We're hiring ML research interns this summer for a recursive self-improvement research role Requirements: > Cracked > Believe in personal AGI > Want sama to kneel > Willing to do acid before training runs This is a great way to get some early ML research under your belt.
A big reason this works so well is because @benjamin_warner has put in many *many* hours over the last few weeks on debugging and fixing complex performance issues deep inside the Transformers library. It's the kind of work that's rarely appreciated -- so let's do so now! :D
Easily Fine-tune @AIatMeta Llama 3 70B! 🦙 I am excited to share a new guide on how to fine-tune Llama 3 70B with @PyTorch FSDP, Q-Lora, and Flash Attention 2 (SDPA) using @huggingface build for consumer-size GPUs (4x 24GB). 🚀 Blog: philschmid.de/fsdp-qlora-lla… The blog covers: 👨💻…
This is the best tutorial I've seen for fully understanding and implementing Transformers models. It includes a complete working implementation from scratch of all the key pieces, written in a way to make learning and understanding as easy as possible.
I've written up my study group lectures on implementing Transformers in PyTorch into a blog series: Creating Transformers from Scratch: - Part 1: The Attention Mechanism benjaminwarner.dev/2023/07/01/att… - Part 2: The Rest of the Transformer benjaminwarner.dev/2023/07/28/res…
phi-3 is here, and it's ... good :-). I made a quick short demo to give you a feel of what phi-3-mini (3.8B) can do. Stay tuned for the open weights release and more announcements tomorrow morning! (And ofc this wouldn't be complete without the usual table of benchmarks!)
Today at @answerdotai we've got something new for you: FSDP/QDoRA. We've tested it with @AIatMeta Llama3 and the results blow away anything we've seen before. I believe that this combination is likely to create better task-specific models than anything else at any cost. 🧵
FB/Meta senior mgt has cared a lot about AI for many years. By way of example, here's a true story I haven't told before... Do you remember when Zuck was giving testimony to congress in April 2018? I was watching it live, when the phone rang. It was the CTO of Facebook.
Zuck unironically has hands-on experience building AI. People ignored this because it was "lmao lizard robot" phase. Remember his thing, choosing annual challenges? Wear a tie, Learn Mandarin, butcher cattle by hand? Yeah the theme of 2016 was "build an AI assistant like Jarvis".
@petergyang @ollama Check out LMStudio lmstudio.ai More of an app, which I vastly prefer rather than a command line interface
Kick-ass online machine learning courses: • Coursera - Machine Learning Specialization • MIT 6.S191 Introduction to Deep Learning • DS-GA 1008 Deep Learning • UC Berkeley Full Stack Deep Learning • Cornell Tech CS 5787 Applied Machine Learning It's now up to you.
A computer in your browser! Free and open-source.
This video from @UmerHAdil is *the* best resource I've seen for learning OpenAI Triton -- and one of the best deep tech tutorials of any kind I've seen. youtube.com/watch?v=DdTsX6…
🔥llm.c update: Our single file of 2,000 ~clean lines of C/CUDA code now trains GPT-2 (124M) on GPU at speeds ~matching PyTorch (fp32, no flash attention) github.com/karpathy/llm.c… On my A100 I'm seeing 78ms/iter for llm.c and 80ms/iter for PyTorch. Keeping in mind this is fp32,…
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
Multi-agent collaboration has emerged as a key AI agentic design pattern. Given a complex task like writing software, a multi-agent approach would break down the task into subtasks to be executed by different roles -- such as a software engineer, product manager, designer, QA…
New blog post: "Formal Methods: Just Good Engineering Practice?" brooker.co.za/blog/2024/04/1…
# scheduling workloads to run on humans Some computational workloads in human organizations are best "run on a CPU": take one single, highly competent person and assign them a task to complete in a single-threaded fashion, without synchronization. Usually the best fit when…
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