Luke Salamone's Blog

https://lukesalamone.github.io

A technical blog exploring machine learning, deep learning architectures, data structures, and systems programming with in-depth implementations.

Luke Salamone's Blog

Entries

  • Autoresearch

    Leaving the autoresearch loop going, the LLM was able to make 7.8% progress on the distillation task. I saw Andrej Ka...

  • Autoresearch

    Leaving the autoresearch loop going, the LLM was able to make 7.8% progress on the distillation task. I saw Andrej Ka...

  • Distilling Stockfish with One Billion Positions

    TLDR: I extracted fens and stockfish evaluations for 3.9 billion chess positions. I then trained a neural network on ...

  • Distilling Stockfish with One Billion Positions

    TLDR: I extracted fens and stockfish evaluations for 3.9 billion chess positions. I then trained a neural network on ...

  • Graph Topology and Battle Royale Mechanics

    #mapContainer1, #mapContainer2 { color: #000; } #mapContainer1 button, #mapContainer2 button { padding: 10px 14px; bo...

  • Aesthetic Graph Pruning

    #mapContainer1, #mapContainer2 { color: #000; } #mapContainer1 button, #mapContainer2 button { padding: 10px 14px; bo...

  • Optimal Ask

    Let’s say that you are selling N widgets and you need to determine a price for your widgets. There are N customers, e...

  • Keep Summer Safe

    I recently built a small multi-agent simulation inspired by Rick and Morty. The setup is simple: The car must neutral...

  • Keep Summer Safe

    I recently built a small multi-agent simulation inspired by Rick and Morty. The setup is simple: The car must neutral...

  • Notes on Deepseek R1

    DeepSeek R1 is a large language model which employs test-time compute to generate a response. Unlike many decoder-bas...

  • Notes on Deepseek R1

    DeepSeek R1 is a large language model which employs test-time compute to generate a response. Unlike many past decode...

  • Space Is Really Big

    More than 30 earths could fit between the earth and the moon. Our elementary school models of the solar system really...

  • Space Is Really Big

    More than 30 earths could fit between the earth and the moon. Our elementary school models of the solar system really...

  • Custom PyTorch Collate Function

    If your Dataset class looks something like class MyDataset(Dataset): # ... boilerplate ... def __getitem__(self, idx)...

  • Custom PyTorch Collate Function

    If your Dataset class looks something like class MyDataset(Dataset): # ... boilerplate ... def __getitem__(self, idx)...

  • Very Large Datasets in PyTorch

    In God we trust. All others must bring data. ~ W. Edwards Deming Datasets that fit in memory For simple machine learn...

  • Very Large Datasets in PyTorch

    In God we trust. All others must bring data. ~ W. Edwards Deming Datasets that fit in memory For simple machine learn...

  • How to Create Rust Python Bindings

    Rust is super fast. Python is super flexible. Porting slow python code to rust can make your life a lot easier, and i...

  • How to Create Rust Python Bindings

    Rust is super fast. Python is super flexible. Porting slow python code to rust can make your life a lot easier, and i...

  • The Most Ramified Chess Position of 2023

    I spent some time considering words to describe a chess position with many legal moves. “Complex” doesn’t quite captu...