Resources › ai › compression Bookmarks 2025-07-224 video youtube.com · 11:40 Autoencoders | Deep Learning Animated video youtube.com · 34:48 The Unreasonable Effectiveness of JPEG: A Signal Processing Approach video youtube.com · 17:06 LoRA explained (and a bit about precision and quantization) attention mechanisms video youtube.com · 1 min Floating Points are no more, Changes everything for LLMs!!! 2025-04-10 bookmark ludwigabap.com · 1h 5m Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes learningaesthetics 2025-02-17 bookmark ahmadsandid.com · 23 min neural video codecs: the future of video compression 2024-05-254 bookmark medium.com · 5 min Binary Magic: Building BitNet 1.58bit Using PyTorch from Scratch bookmark arxiv.org · 12 min How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study efficiency bookmark mobiusml.github.io · 7 min 1-bit Model efficiency bookmark prize.hutter1.net · 48 min Human Knowledge Compression Contest information theory 2024-03-062 bookmark arxiv.org · 34 min Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks bookmark arxiv.org · 16 min The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits efficiency 2024-02-28 bookmark huggingface.co · 1 min The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits efficiency 2024-02-08 bookmark arxiv.org · 37 min 2309.10668 theory 2024-01-10 bookmark arxiv.org · 38 min Pruning vs Quantization: Which is Better? Subcategories