Martin Marek

hdr-plus-swift. 📸Night mode on any camera. Based on HDR+.

hdr-plus-pytorch. A PyTorch implementation of HDR+ with GPU support.

batch-size. 📄Small Batch Size Training for Language Models

parking-space-occupancy. 📄Image-Based Parking Space Occupancy Classification: Dataset and Baseline

forgetting. 📄 Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay

mini-hmc-jax. A simple implementation of Hamiltonian Monte Carlo in JAX.

picodo. LLM pretraining in pure JAX

jax-llm. pretrained LLMs in pure JAX

tpunanny. A pure Python utility for maintaining preemptible TPUs

dirclip. 📄Can a Confident Prior Replace a Cold Posterior?

algorithms. Personal (unpolished) notes on various models / algorithms.