Ayush Bihani @hsuyab
Grad Student @PurdueStats 📊 Deep Learning Enthusiast 🤖 | Exploring Data & AI 🔍 Website: https://t.co/j4Vybs8OHe 🌐 Joined April 2020-
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Distributed training has its own dialect. I made a pocket dictionary so you don’t open 50 browser tabs every time a paper mentions “ZeRO-offload.” 49 terms, crisp definitions, diagrams where they actually help. Grab it, skim it, get back to training. distributedlexicon(.)com
Sparse Autoencoders act like a microscope for AI internals. They're a powerful tool for interpretability, but training costs limit research Announcing Gemma Scope: An open suite of SAEs on every layer & sublayer of Gemma 2 2B & 9B! We hope to enable even more ambitious work
My lab will focus on the origins and evolution of cells, symbionts, and symbiotic organelles. We will use both computational and experimental approaches that include large-scale comparative genomics and phylogenetics, experimental evolution, and synthetic biology.
#Purdue 63, NC State 50
Life of an Indian Guy Slog Top Xth standard board Ace 12th Slog Beat lakhs of people go to IIT Slog 99.99% CAT Slog Get rich and be top .001% population Finally reach the same standard of living as the average European dude Enjoy 🥲
Also -- models are fast-depreciating assets. Lifespan is 2 years or less.
If you export your chat history from ChatGPT, you get the system prompt(s) for free, no jailbreaking or similar needed
If the current AI safety scaremongers existed in Bell Labs they would've gagged Shannon from publishing his Information Theory paper since it outlines principles that govern all communications. “𝙒𝙝𝙖𝙩 𝙞𝙛 𝙥𝙚𝙤𝙥𝙡𝙚 𝙪𝙨𝙚 𝙩𝙝𝙚𝙨𝙚 𝙥𝙧𝙞𝙣𝙘𝙞𝙥𝙡𝙚𝙨 𝙩𝙤…
If the current AI safety scaremongers existed in Bell Labs they would've gagged Shannon from publishing his Information Theory paper since it outlines principles that govern all communications. “𝙒𝙝𝙖𝙩 𝙞𝙛 𝙥𝙚𝙤𝙥𝙡𝙚 𝙪𝙨𝙚 𝙩𝙝𝙚𝙨𝙚 𝙥𝙧𝙞𝙣𝙘𝙞𝙥𝙡𝙚𝙨 𝙩𝙤…
There's a fantastic essay by @benedictevans that makes a very similar argument. ben-evans.com/benedictevans/… IMO technology occasionally raises genuinely new questions that we just can't resolve through existing legal frameworks and historical analogies.
A thing that is causing huge pain at many tech companies in the US - with little talk about it: An IRS tax code change in Section 174. This change eliminates the ability for businesses to deduct R&D as an expense. Hear of lots of layoffs directly because of this, as a start.
Embeddings: What they are and why they matter simonwillison.net/2023/Oct/23/em… I took my recent PyBay talk and turned it into the most comprehensive answer I could possibly provide to the question "What are embeddings?"
I just uploaded a 90 minute tutorial, which is designed to be the one place I point coders at when they ask "hey, tell me everything I need to know about LLMs!" It starts at the basics: the 3-step pre-training / fine-tuning / classifier ULMFiT approach used in all modern LLMs.
Not many people know this, but one milestone in becoming an ML researcher is getting blocked by Lex Fridman on Twitter.
Bayesian modeling from first principle and memes. Let's go.
There's a new programming language in town - it's Mojo! I'm more than a little excited about it. It's Python, but with none of Python's problems. You can write code as fast as C, and deploy small standalone applications like C. My post is below, and a 🧵 fast.ai/posts/2023-05-…
@carperai @jeremyphoward Can we please stop calling non-commercial models "open source"
🚨New release alert!🚨 StableLM, an open-source LLM, has just dropped with 3B and 7B parameter models, and a massive 15-65B model on the way. 🤯 All models are available on Hugging Face under CC BY-SA license. 📄 Check out the RHLF demo: huggingface.co/stabilityai/st…

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do i need to @kgaushik26
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