Gautom Das @gautom0
math, neovim, & rust/ocaml Joined November 2022-
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5/ Uncensoring censored models Methods and approaches for removing guardrails from censored LLMs 1. Remove prompts rewarding censorship from instruct fine-tuning 2. Fine-tuning on unaligned data 3. System prompts that instruct LLMs to behave improperly @erhartford
I wrote a tutorial on diffusion models for undergrad and grad students. I tried my best to give intuitive explanations for complicated equations. Your feedback is much appreciated Thanks to those who suggested various reading materials to me arxiv.org/abs/2403.18103
Mamba vs Transformer
this is a great and really unique description of how SVD works. never heard this before (from jeremykun.com/2016/04/18/sin…)
LLM Paper maths vs Diffusion paper maths
In 2016, researchers at the University of Adelaide tested Kurt Vonnegut's theory that, "There’s no reason why the simple shapes of stories can’t be fed into computers." They took the emotional arcs of 1300+ novels from Project Gutenberg, turned that into data, used modern tech…
unimportant rust features 0. zero cost abstractions 1. memory safety 2. speed important rust features 0. cargo 1. traits 2. enums 3. macros
i'll never get over how the cochlea is an analog fourier transform organ
If you are using #ocaml or are willing to use OCaml at some point, please fill out the 2023 OCaml Survey to help us find the next priorities for the language and its ecosystem: forms.gle/iteoR7QMzFXw2m…
It should be more clear than ever that the greatest threat to societal progress isn't a lack of bold visions or competent execution. It's the centralization of authority and power under the guise of safety and "stakeholder engagement", a narrative to justify petty politics.
It should be more clear than ever that the greatest threat to societal progress isn't a lack of bold visions or competent execution. It's the centralization of authority and power under the guise of safety and "stakeholder engagement", a narrative to justify petty politics.
Lighthouse distribution in Africa
@phalpern Feynman was so refreshingly honest - there is something about him that i admire from the first time I heard or read him speak. I love this story he used to tell about a kid saying his dad doesnt teach him anything "Your father doesn't teach you anything!" But it was the…
Introducing NeoHaskell: A beacon of joy in a greyed tech world dev.to/neohaskell/int… #haskell #opensource #programming
we did it, @ThePrimeagen is learning ocaml
so.. this ocaml thing is catching fire is ocaml + htmx really.. a thing?
For anyone starting out with transformers as language models, this is *by far* the most complete, to the point, and non-BS expository document. arxiv.org/pdf/2207.09238… major extra points for having zero figures of chaotically intertwined boxes
just give me a function and a coors light
I have claimed that Auto-Regressive LLMs are exponentially diverging diffusion processes. Here is the argument: Let e be the probability that any generated token exits the tree of "correct" answers. Then the probability that an answer of length n is correct is (1-e)^n 1/
ChatGPT and GPT-4 reveal something else awaiting beyond that bitterness: as AI systems grow in complexity (structural and behavioral), we won't only lose our role as the main builders but will also lose the ability *to make sense* of the things we're trying to create
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