Homunculiheaded
Homunculiheaded on Hacker News
Coding for Structured Generation with LLMs
Beating GPT-4 with Open Source
Prompt Efficiency – Getting 8-shot LLM performance from 1-shot
How fast can CFG-Structured generation be?
In addition to the "prompt consistency" and "thought-control" ideas mentioned in the post, I'm definitely curious how the performance is on more complex structured data (things like codegen).
Structured Generation Improves LLM Performance: GSM8K Benchmark
Coalescence: Making LLM inference 5x faster
Linear Diffusion
Linear Diffusion: Building a Diffusion Model from Linear Components
Replacing an A/B Test with GPT
What is the Probability Elon Musk will buy Twitter?
Using Censored Data to Estimate a Normal Distribution
Modern Portfolio Theory and Optimization with Jax
How to read the news like a Bayesian
Inference and Prediction Part 2: Statistics
Inference and Prediction Part 1: Machine Learning
The only number that matters at all is global green house gas emissions. We need to get that to zero, and it has continued to go up.
Imagine you have a drinking problem and your doctor tells you you need to stop drinking alcohol or you will suffer liver failure. You can argue all day about what percentage of your drinks are alcoholic. "Doctor, I drink 3 cans of coke and only 12 G&Ts now, not 1 can of coke and 24 beers like I used to, I went from 4% of my drinks being non-alcoholic to 20%!" If your daily total alcohol consumed keep rising you have a problem.
That's the situation we're in with co2 emissions. There are many clever ways to make it look like everything is fine, but reality doesn't care. If our global CO2 emissions continue to rise we have absolutely no hope.
Survivorship Bias in House Hunting: A practical modeling example using JAX
Learn Thompson Sampling by Building an Ad Auction
Programming Lacan’s Symbolic Chain Using Racket
Probability and Statistics in 90 Minutes
Prior Probability in Logistic Regression
Logistic Regression from Bayes’ Theorem
A Deeper Look at Mean Squared Error
Generating artwork with Haskell
Get Programming with Haskell
Discrete Differential Geometry (2017)
Kullback-Leibler Divergence Explained
I'm pretty surprised how many people on HN seem to find this acceptable when this is clearly a form of dragnet surveillance.