#Compression

Showing 60 of 123 repositories tagged #compression, ranked by stars

headroomlabs-ai
headroomlabs-ai
headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Score
100
โ˜… 58.3k โ‘‚ 4.3k +65/day
Python
deepspeedai
deepspeedai
DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Score
88
โ˜… 42.7k โ‘‚ 4.9k +3/day
Python
gchq
gchq
CyberChef

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

Score
100
โ˜… 35.3k โ‘‚ 4.0k +11/day
JavaScript
borgbackup
borgbackup
borg

Deduplicating archiver with compression and authenticated encryption.

Score
62
โ˜… 13.5k โ‘‚ 862 +3/day
Python
PaddlePaddle
PaddlePaddle
PaddleNLP

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

Score
75
โ˜… 13.0k โ‘‚ 3.0k โ€”
Python
zetbaitsu
zetbaitsu
Compressor

An android image compression library.

Score
91
โ˜… 7.2k โ‘‚ 963 โ€”
Kotlin
aonez
aonez
Keka

The macOS & iOS file archiver

Score
100
โ˜… 7.0k โ‘‚ 286 +46/day
PHP
spf13
spf13
afero

The Universal Filesystem Abstraction for Go

Score
100
โ˜… 6.7k โ‘‚ 565 +7/day
Go
klauspost
klauspost
compress

Optimized Go Compression Packages

Score
94
โ˜… 5.6k โ‘‚ 379 +28/day
Go
apache
apache
fory

A blazingly fast multi-language serialization framework for idiomatic domain objects, schema IDL, and cross-language data exchange.

Score
89
โ˜… 4.4k โ‘‚ 424 +3/day
Java
mholt
mholt
archiver

DEPRECATED. Please use mholt/archives instead.

Score
56
โ˜… 4.4k โ‘‚ 398 โ€”
Go
KuroLabs
KuroLabs
stegcloak

Hide secrets with invisible characters in plain text securely using passwords ๐Ÿง™๐Ÿปโ€โ™‚๏ธโญ

Score
43
โ˜… 3.8k โ‘‚ 245 โ€”
JavaScript
ouch-org
ouch-org
ouch

Painless compression and decompression in the terminal

Score
100
โ˜… 3.7k โ‘‚ 136 +3/day
Rust
aiming-lab
aiming-lab
SimpleMem

SimpleMem: Efficient Lifelong Memory for LLM Agents โ€” Text & Multimodal

Score
50
โ˜… 3.6k โ‘‚ 367 +23/day
Python
bilibili
bilibili
boxing

Android multi-media selector based on MVP mode.

Score
55
โ˜… 3.2k โ‘‚ 383 โ€”
Java
vortex-data
vortex-data
vortex

An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file format. Formerly at @spiraldb, now an Incubation Stage project at LFAI&Data, part of the Linux Foundation.

Score
38
โ˜… 3.1k โ‘‚ 182 +3/day
Rust
qualcomm
qualcomm
aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

Score
100
โ˜… 2.7k โ‘‚ 459 โ€”
Python
marmelroy
marmelroy
Zip

Swift framework for zipping and unzipping files.

Score
45
โ˜… 2.6k โ‘‚ 478 โ€”
Swift
dblalock
dblalock
bolt

10x faster matrix and vector operations

Score
74
โ˜… 2.5k โ‘‚ 174 โ€”
C++
Achno
Achno
gowall

A tool to convert a Wallpaper's color scheme / palette, OCR with VLM's Traditional & Hybrid, Image Compression ,color palette extraction, image upsacling with Adversarial Networks and more image processing features.

Score
83
โ˜… 2.3k โ‘‚ 37 +2/day
Go
Leon406
Leon406
ToolsFx

่ทจๅนณๅฐๅฏ†็ ๅญฆๅทฅๅ…ท็ฎฑใ€‚ๅŒ…ๅซ็ผ–่งฃ็ ๏ผŒ็ผ–็ ่ฝฌๆข๏ผŒๅŠ ่งฃๅฏ†๏ผŒ ๅ“ˆๅธŒ๏ผŒMAC๏ผŒ็ญพๅ๏ผŒๅคงๆ•ฐ่ฟ็ฎ—๏ผŒๅŽ‹็ผฉ๏ผŒไบŒ็ปด็ ๅŠŸ่ƒฝ๏ผŒCTF็ญ‰ๅŠŸ่ƒฝใ€‚

Score
100
โ˜… 2.0k โ‘‚ 319 +1/day
Kotlin
horseee
horseee
Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

Score
54
โ˜… 2.0k โ‘‚ 167 โ€”
Python
rustmailer
rustmailer
bichon

Bichon โ€“ A lightweight, high-performance Rust email archiver with WebUI

Score
95
โ˜… 1.8k โ‘‚ 64 +14/day
TypeScript
tukaani-project
tukaani-project
xz

XZ Utils

Score
100
โ˜… 1.6k โ‘‚ 250 +5/day
C
InterDigitalInc
InterDigitalInc
CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

Score
89
โ˜… 1.6k โ‘‚ 275 +3/day
Python
kuba--
kuba--
zip

A portable, simple zip library written in C

Score
86
โ˜… 1.6k โ‘‚ 305 +2/day
C
tensorflow
tensorflow
model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Score
95
โ˜… 1.6k โ‘‚ 348 โ€”
Python
Freaky
Freaky
Compactor

A user interface for Windows 10 filesystem compression

Score
58
โ˜… 1.4k โ‘‚ 51 +2/day
Rust
numandev1
numandev1
react-native-compressor

๐Ÿ—œ๏ธCompress Image, Video, and Audio same like Whatsapp ๐Ÿš€โœจ

Score
82
โ˜… 1.3k โ‘‚ 142 +3/day
Kotlin
Tebmer
Tebmer
Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

Score
38
โ˜… 1.3k โ‘‚ 72 +2/day
bareos
bareos
bareos

Bareos is a cross-network Open Source backup solution (licensed under AGPLv3) which preserves, archives, and recovers data from all major operating systems.

Score
71
โ˜… 1.2k โ‘‚ 307 โ€”
C++
openvinotoolkit
openvinotoolkit
nncf

Neural Network Compression Framework for enhanced OpenVINOโ„ข inference

Score
100
โ˜… 1.2k โ‘‚ 299 โ€”
Python
horseee
horseee
LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

Score
31
โ˜… 1.1k โ‘‚ 133 +2/day
Python
caoscott
caoscott
SReC

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

Score
58
โ˜… 1.1k โ‘‚ 92 โ€”
Python
rokath
rokath
trice

๐ŸŸข Super-fast, tiny C/C++ tracing with printf look-and-feel, even in interrupts โšก, plus real-time PC logging ๐Ÿ’ป

Score
78
โ˜… 964 โ‘‚ 103 +1/day
C
eashish93
eashish93
imgsquash

Simple image compression full website code written in node, react and next.js framework. Easy to deploy as a microservice.

Score
0
โ˜… 951 โ‘‚ 63 โ€”
JavaScript
dropbox
dropbox
rust-brotli

Brotli compressor and decompressor written in rust that optionally avoids the stdlib

Score
89
โ˜… 934 โ‘‚ 102 +2/day
Rust
tensorflow
tensorflow
compression

Data compression in TensorFlow

Score
25
โ˜… 919 โ‘‚ 259 +1/day
Python
gvinciguerra
gvinciguerra
PGM-index

๐Ÿ…State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes

Score
53
โ˜… 873 โ‘‚ 103 โ€”
C++
JMS1717
JMS1717
8mb.local

a free local self hosted video compressor webui designed for performance and ease of use. inspired by 8mb.video

Score
100
โ˜… 868 โ‘‚ 44 โ€”
Python
binref
binref
refinery

High Octane Triage Analysis

Score
57
โ˜… 859 โ‘‚ 80 โ€”
Python
ComunidadAylas
ComunidadAylas
PackSquash

๐Ÿ“ฆ Minecraft: Java Edition resource and data pack optimizer which aims to achieve the best possible compression, performance and protection, improving pack distribution, storage and in-game load times.

Score
84
โ˜… 836 โ‘‚ 38 โ€”
Rust
richox
richox
orz

a high performance, general purpose data compressor written in the crab-lang

Score
74
โ˜… 817 โ‘‚ 50 +1/day
Rust
imager-io
imager-io
imager

Automated image compression for efficiently distributing images on the web.

Score
37
โ˜… 732 โ‘‚ 38 +1/day
Rust
facebookincubator
facebookincubator
nimble

New and extensible file format for storage of large columnar datasets.

Score
84
โ˜… 724 โ‘‚ 86 โ€”
C++
mv-lab
mv-lab
swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

Score
47
โ˜… 689 โ‘‚ 82 โ€”
Python
gyscos
gyscos
zstd-rs

A rust binding for the zstd compression library.

Score
79
โ˜… 646 โ‘‚ 135 +2/day
Rust
LeanModels
LeanModels
DFloat11

DFloat11 [NeurIPS '25]: Lossless Compression of LLMs and DiTs for Efficient GPU Inference

Score
62
โ˜… 639 โ‘‚ 38 โ€”
Python
flanglet
flanglet
kanzi-go

Fast lossless data compression in Go

Score
67
โ˜… 620 โ‘‚ 16 โ€”
Go
PSeitz
PSeitz
lz4_flex

Fastest pure Rust implementation of LZ4 compression/decompression.

Score
68
โ˜… 608 โ‘‚ 52 +1/day
Rust
facebookresearch
facebookresearch
NeuralCompression

A collection of tools for neural compression enthusiasts.

Score
37
โ˜… 600 โ‘‚ 57 +1/day
Python
zssloth
zssloth
Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

Score
42
โ˜… 568 โ‘‚ 120 โ€”
apeman
apeman
awesome_computer_science

The complete syllabus of Computer Science and Engineering. Roadmap, Checklist for Beginners.

Score
79
โ˜… 561 โ‘‚ 52 +2/day
ulikunitz
ulikunitz
xz

Pure golang package for reading and writing xz-compressed files

Score
72
โ˜… 558 โ‘‚ 53 +1/day
Go
Splode
Splode
optimus

Image conversion and optimization desktop app.

Score
44
โ˜… 549 โ‘‚ 42 โ€”
Vue
JoshAtticus
JoshAtticus
Compressor

Lightning fast, ad free, super lightweight native video compressor for Android

Score
73
โ˜… 515 โ‘‚ 25 +26/day
Kotlin
lepotekil
lepotekil
MsfMania

Python AV Evasion Tools

Score
12
โ˜… 514 โ‘‚ 76 โ€”
Python
valyala
valyala
gozstd

go wrapper for zstd

Score
61
โ˜… 476 โ‘‚ 73 โ€”
C
heyderekj
heyderekj
dinky

Dinky makes files smaller.

Score
64
โ˜… 471 โ‘‚ 19 +4/day
Swift
ooples
ooples
token-optimizer-mcp

Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence

Score
85
โ˜… 431 โ‘‚ 43 โ€”
TypeScript
Related Topics
#deep-learning#llm#python#machine-learning#go#golang#rust#decompression#pytorch#zip#video#encoding

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