• tiny-trading-desk

    12 frontier LLMs play the Kelly coin game. All know the theory; half go broke

  • FPGA-GPT

    Bigram, MLP and transformer in integer-only Verilog, bit-exact vs Python

  • pocket-llm

    From-scratch C inference engine for Qwen2.5-0.5B, matching Hugging Face to 1e-4