Compression

Sub-1-Bit LLM Compression via Latent Factorization Official implementation of LittleBit (NeurIPS 2025) and LittleBit-2 (ICML 2026). LittleBit-2: Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment (ICML 2026)Banseok Lee, Youngmin Kim LittleBit: Ultra Low-Bit Quantization via Latent … Read more

I was reading about compression recently when I stumbled upon something crazy: that compressors and LLMs are, at their core, trying to solve the exact same problem. In this post, I’m going to walk us through the basics of compression … Read more

why the death of nuance should scare you -your fav gen z philosopher xx Recently, I posted about a fiction book that changed my life. Within minutes, the replies flooded in: “can u pls summarize?” “what’s the main point?” “tldr?” … Read more

To use a resource as a dictionary, the server should include the Use-As-Dictionary header in the response that provides the resource: Use-As-Dictionary: match=”https://developer.mozilla.org/js/app.*.js” The value of this header indicates the resources that can use this resource as a dictionary: in … Read more

More Than Just Quite OK – Data Compression Nerds Hate This One Trick – media.ccc.de kleines Filmröllchen K2 Talk Talk Playlists: ‘eh22’ videos starting here / audio How one guy in his bedroom (kind of) beat all of PNG’s combined … Read more

HTTP P. Meenan, Ed. Internet-Draft Google LLC Intended status: Standards Track Y. Weiss, Ed. Expires: 1 March 2025 Shopify Inc 28 August 2024 Compression Dictionary Transport draft-ietf-httpbis-compression-dictionary-19 Abstract This document specifies a mechanism for dictionary-based compression in the Hypertext Transfer … Read more

Data Compression Explained Matt Mahoney Copyright (C) 2010-2012, Dell, Inc. You are permitted to copy and distribute material from this book provided (1) any material you distribute includes this license, (2) the material is not modified, and (3) you do … Read more

Jeremy Wagner Data compression is a time-tested performance optimization technique that reduces the size of eligible page resources. For some time, it was common practice to primarily use gzip on web servers to compress common text-based page resources such as … Read more

Enlarge / Samsung shared this rendering of a CAMM ahead of the publishing of the CAMM2 standard in September. Samsung Of all the PC-related things to come out of CES this year, my favorite wasn’t Nvidia’s graphics cards or AMD’s … Read more