crates.io "quantization" keyword
polarquant 0.1.0
Rust implementation for Walsh-Hadamard rotation + polar coordinate quantization for LLM weight an...1 version - Latest release: 37 minutes ago - 0 downloads total - 1 maintainer
turboquant-rs 0.2.0
TurboQuant KV-Cache Quantization — 3-bit compression with zero accuracy loss (Zandieh et al., ICL...1 version - Latest release: 6 days ago - 15 downloads total - 0 stars on GitHub - 1 maintainer
haagenti-mobile 0.1.0
Mobile deployment support for iOS (CoreML) and Android (NNAPI)1 version - Latest release: 2 months ago - 49 downloads total - 1 maintainer
dithr 0.2.0
Buffer-first rust dithering and halftoning library.2 versions - Latest release: about 14 hours ago - 11 downloads total - 1 stars on GitHub - 1 maintainer
bitnet-quantize 0.2.1
Microsoft BitNet b1.58 quantization and inference for Rust3 versions - Latest release: 2 months ago - 594 downloads total - 0 stars on GitHub - 1 maintainer
rust-ai-core 0.3.4
Unified AI engineering toolkit: orchestrates peft-rs, qlora-rs, unsloth-rs, axolotl-rs, bitnet-qu...10 versions - Latest release: 2 months ago - 337 downloads total - 1 stars on GitHub - 1 maintainer
aprender-train 0.29.0
Training & Optimization library with autograd, LoRA, quantization, and model merging1 version - Latest release: 1 day ago - 0 downloads total - 1 maintainer
entrenar 0.7.13
Training & Optimization library with autograd, LoRA, quantization, and model merging37 versions - Latest release: 2 days ago - 12.3 thousand downloads total - 25 stars on GitHub - 1 maintainer
aprender-quant 0.29.0
K-quantization formats (Q4_K, Q5_K, Q6_K) for GGUF/APR model weights1 version - Latest release: 1 day ago - 0 downloads total - 1 maintainer
bare-metal-gguf 0.7.0
GGUF binary format parser for bare-metal LLM inference — zero-copy mmap, all quantization types1 version - Latest release: 3 days ago - 0 downloads total - 1 maintainer
numquant 0.2.0
Quantize numbers to a smaller range to save bandwidth or memory data types and back again.2 versions - Latest release: almost 4 years ago - 1 dependent package - 16 dependent repositories - 48.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
haagenti-adaptive 0.1.0
Adaptive precision scheduling for diffusion inference1 version - Latest release: 2 months ago - 16 downloads total - 1 maintainer
lnmp-quant 0.5.16 💰
Quantization and compression for LNMP embedding vectors with minimal accuracy loss11 versions - Latest release: 4 months ago - 911 downloads total - 1 stars on GitHub - 1 maintainer
quantize-rs 0.7.0
Neural network quantization toolkit for ONNX models7 versions - Latest release: 12 days ago - 100 downloads total - 1 maintainer
ruvector-dither 0.1.0
Deterministic low-discrepancy dithering for low-bit quantization: golden-ratio and π-digit sequen...1 version - Latest release: about 1 month ago - 44 downloads total - 3,733 stars on GitHub - 1 maintainer
rvf-quant 0.1.0
RuVector Format temperature-tiered vector quantization (f32/f16/u8/binary)1 version - Latest release: about 2 months ago - 43 downloads total - 3,733 stars on GitHub - 1 maintainer
tq-kv 0.6.0
TurboQuant KV Cache Compression for LLMs — First working on GGUF Q4_K_M (3-Fix framework). KV Com...6 versions - Latest release: 8 days ago - 88 downloads total - 23 stars on GitHub - 1 maintainer
haagenti-neural 0.1.0
Neural compression using learned codebooks for 10x model compression1 version - Latest release: 2 months ago - 16 downloads total - 1 maintainer
mnemonist-quant 0.4.3
TurboQuant vector quantization for mnemonist — near-optimal MSE and inner-product quantizers1 version - Latest release: 5 days ago - 0 downloads total - 1 maintainer
omendb-core 0.0.14 removed
Core algorithms for OmenDB: HNSW, RaBitQ compression, SIMD distance1 version - Latest release: 4 months ago - 0 downloads total - 2 stars on GitHub - 1 maintainer
qlora-rs 1.0.5
4-bit quantized LoRA (QLoRA) implementation with dual GGUF and Candle native export for Rust5 versions - Latest release: 2 months ago - 460 downloads total - 1 maintainer
llmem-quant 0.1.0
TurboQuant vector quantization for llmem — near-optimal MSE and inner-product quantizers1 version - Latest release: 13 days ago - 13 downloads total - 0 stars on GitHub - 1 maintainer
kwaai-compression 0.3.40
Compression utilities for KwaaiNet - 8-bit quantization, gradient compression28 versions - Latest release: 7 days ago - 433 downloads total - 8 stars on GitHub - 1 maintainer
ctp-sys 0.1.3
ctp rust binding4 versions - Latest release: over 2 years ago - 6.52 thousand downloads total - 13 stars on GitHub - 1 maintainer
axonml-quant 0.5.0
Model quantization for the Axonml ML framework13 versions - Latest release: 9 days ago - 200 downloads total - 1 maintainer
Top 4.0% on crates.io
57 versions - Latest release: 9 months ago - 15 dependent packages - 145 dependent repositories - 980 thousand downloads total - 689 stars on GitHub - 1 maintainer
imagequant 4.4.1
Convert 24/32-bit images to 8-bit palette with alpha channel. For lossy PNG compression and high-...57 versions - Latest release: 9 months ago - 15 dependent packages - 145 dependent repositories - 980 thousand downloads total - 689 stars on GitHub - 1 maintainer
embedvec 0.7.0
Fast, lightweight, in-process vector database with HNSW indexing, E8/H4 lattice quantization (up ...4 versions - Latest release: 8 days ago - 131 downloads total - 0 stars on GitHub - 1 maintainer
ruvector-fpga-transformer 0.1.0
FPGA Transformer backend with deterministic latency, quantization-first design, and coherence gating1 version - Latest release: about 2 months ago - 15 downloads total - 1 maintainer
palette_extract 0.1.0
A Rust port of Leptonica's modified media cut quantization algorithm1 version - Latest release: about 4 years ago - 1 dependent repositories - 10.2 thousand downloads total - 7 stars on GitHub - 1 maintainer
oner_quantize 0.1.0
An implementation of the 1R numeric quantization algorithm1 version - Latest release: about 6 years ago - 1.82 thousand downloads total - 0 stars on GitHub - 1 maintainer
bitpolar 0.2.0
BitPolar: near-optimal vector quantization with zero training overhead — 3-bit precision, provabl...2 versions - Latest release: 12 days ago - 10 downloads total - 1 maintainer
iris-lib 0.1.0
A library that creates color palettes from images using the median cut algorithm.1 version - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 2.45 thousand downloads total - 1 stars on GitHub - 1 maintainer
quantette 0.5.1
Fast and high quality image quantization and palette generation.7 versions - Latest release: 5 months ago - 1 dependent package - 137 thousand downloads total - 29 stars on GitHub - 1 maintainer
ruvector-sparse-inference 2.0.6
PowerInfer-style sparse inference engine for efficient neural network inference on edge devices3 versions - Latest release: 14 days ago - 53 downloads total - 3,445 stars on GitHub - 1 maintainer
vq 0.2.0
A vector quantization library for Rust10 versions - Latest release: 3 months ago - 3.88 thousand downloads total - 14 stars on GitHub - 1 maintainer
exoquant 0.2.0
Very high quality image quantization2 versions - Latest release: over 9 years ago - 11 dependent packages - 9 dependent repositories - 27 thousand downloads total - 38 stars on GitHub - 1 maintainer
oxify-vector 0.1.0
In-memory vector search and similarity operations for OxiFY (ported from OxiRS)1 version - Latest release: 3 months ago - 77 downloads total - 1 maintainer
quantizr 1.4.3
Fast library for converting RGBA images to 8-bit palette images4 versions - Latest release: 12 months ago - 5.37 thousand downloads total - 15 stars on GitHub - 1 maintainer
turbo-quant 0.1.0
Rust implementation of TurboQuant, PolarQuant, and QJL — zero-overhead vector quantization for se...1 version - Latest release: 14 days ago - 0 downloads total - 1 maintainer
bitnet-quant 1.0.0
1.58-bit quantization engine for BitNet neural networks12 versions - Latest release: 7 months ago - 5.01 thousand downloads total - 1 stars on GitHub - 1 maintainer
turbo-vec 0.1.0
TurboQuant-based vector quantization and search library1 version - Latest release: 14 days ago - 0 downloads total - 1 maintainer
turboquant 0.1.0
Implementation of Google's TurboQuant algorithm for vector quantization1 version - Latest release: 14 days ago - 0 downloads total - 1 maintainer
Top 6.4% on crates.io
41 versions - Latest release: 9 months ago - 2 dependent packages - 13 dependent repositories - 193 thousand downloads total - 850 stars on GitHub - 1 maintainer
imagequant-sys 4.1.0
Convert 24/32-bit images to 8-bit palette with alpha channel. C API/FFI libimagequant that powers...41 versions - Latest release: 9 months ago - 2 dependent packages - 13 dependent repositories - 193 thousand downloads total - 850 stars on GitHub - 1 maintainer
microcnn 0.1.3
A minimal CNN framework in Rust with Quantization4 versions - Latest release: about 2 months ago - 59 downloads total - 1 stars on GitHub - 1 maintainer
cliris 0.2.0
A cli tool that creates color palettes from images using the median cut algorithm.2 versions - Latest release: over 3 years ago - 3.09 thousand downloads total - 43 stars on GitHub - 1 maintainer
mcq 0.1.0
A Rust port of Java implementation of Median Cut Quantization algorithm.1 version - Latest release: over 9 years ago - 1 dependent package - 1 dependent repositories - 5.08 thousand downloads total - 3 stars on GitHub - 1 maintainer
tibet-oomllama 0.1.0
OomLlama — Sovereign LLM runtime with .oom format, Q2/Q4/Q8 quantization, and lazy-loading inference1 version - Latest release: 23 days ago - 0 downloads total - 1 maintainer
zeta-quantization 0.1.0
Advanced quantization engine for efficient LLM inference1 version - Latest release: 7 months ago - 629 downloads total - 3 stars on GitHub - 1 maintainer
kizzasi-tokenizer 0.1.0
Signal quantization and tokenization for Kizzasi AGSP - VQ-VAE, μ-law, continuous embeddings1 version - Latest release: 3 months ago - 42 downloads total - 1 maintainer
color-theme 0.1.0
A CLI tool to extract a colour 'palette' and theme color from an image.1 version - Latest release: over 2 years ago - 1.54 thousand downloads total - 0 stars on GitHub - 1 maintainer
rabitq-rs 0.9.0
Advanced vector search: RaBitQ quantization with IVF and MSTG (Multi-Scale Tree Graph) index15 versions - Latest release: about 1 month ago - 2.63 thousand downloads total - 9 stars on GitHub - 1 maintainer
ashares 0.1.0
中国股市A股股票行情实时数据最简封装API接口,包含日线,分时分钟线,以及均线数据,可用来研究,量化分析,证券股票程序化自动化交易系统。目前提供新浪腾讯接口,为量化研究者在数据获取方面极大地减轻...1 version - Latest release: about 1 year ago - 1 thousand downloads total - 2 stars on GitHub - 1 maintainer
qshare 0.1.4
量化数据:股票、期货等4 versions - Latest release: over 2 years ago - 5.3 thousand downloads total - 6 stars on GitHub - 1 maintainer
zeta-reticula 0.1.0
High-performance LLM inference engine with advanced quantization and salience-based optimization1 version - Latest release: 7 months ago - 312 downloads total - 3 stars on GitHub - 1 maintainer
torsh-quantization 0.1.0
Model quantization for ToRSh neural networks5 versions - Latest release: about 2 months ago - 525 downloads total - 1 stars on GitHub - 1 maintainer
float4 0.2.0
MXFP4-compatible 4-bit floating point types and block formats for Rust.2 versions - Latest release: about 1 month ago - 178 thousand downloads total - 11 stars on GitHub - 1 maintainer
a-sixel 0.5.1
A small sixel + palette selection + dithering library.7 versions - Latest release: 10 months ago - 3.72 thousand downloads total - 12 stars on GitHub - 1 maintainer
pngeq 0.1.0
Command line tool to quantize 24/32 bit PNGs to 8 bit PNGs based on the exoquant library1 version - Latest release: over 9 years ago - 2.48 thousand downloads total - 8 stars on GitHub - 1 maintainer
boostr 0.1.0
ML framework built on numr - attention, quantization, model architectures2 versions - Latest release: 25 days ago - 0 downloads total - 1 maintainer
vector_quantizer 0.0.3 💰
Simple vector quantization utilities and functions.3 versions - Latest release: over 1 year ago - 2.54 thousand downloads total - 15 stars on GitHub - 2 maintainers
pngquant 3.0.3 💰
Convert 24/32-bit PNG images to efficient 8-bit format with alpha channel7 versions - Latest release: over 2 years ago - 20.5 thousand downloads total - 4,882 stars on GitHub - 1 maintainer
ohms-adaptq 2.0.3
NOVAQ: Normalized Outlier-Vector Additive Quantization - Democratic 93-100x LLM compression with ...15 versions - Latest release: 8 months ago - 4.77 thousand downloads total - 0 stars on GitHub - 1 maintainer
rabitq 0.2.2 💰
A Rust implementation of the RaBitQ vector search algorithm.4 versions - Latest release: over 1 year ago - 3.94 thousand downloads total - 10 stars on GitHub - 1 maintainer
bitnet-core 1.0.0
Core BitNet implementation with fundamental data structures and algorithms18 versions - Latest release: 7 months ago - 7.65 thousand downloads total - 1 stars on GitHub - 1 maintainer
numcodecs-linear-quantize 0.5.0
Linear Quantization codec implementation for the numcodecs API6 versions - Latest release: 6 months ago - 4.99 thousand downloads total - 1 stars on GitHub - 1 maintainer
rscolorq 0.2.0
Spatial color quantization, a Rust port of `scolorq`.4 versions - Latest release: about 5 years ago - 2 dependent repositories - 7.68 thousand downloads total - 68 stars on GitHub - 1 maintainer
pixelization 0.1.1
An image quantization and pixelization library implementing K-Means and PIA (Pixelated Image Abst...2 versions - Latest release: 4 months ago - 51 downloads total - 1 stars on GitHub - 1 maintainer
Related Keywords
compression
19
machine-learning
13
inference
12
llm
11
palette
10
image
8
rust
7
vector-search
7
vector
7
color
6
neural-network
5
ai
5
embedding
5
simd
4
dithering
4
dither
4
deep-learning
4
neural-networks
4
kv-cache
4
image-optimization
3
conversion
3
pngquant
3
optimization
3
quality
3
gguf
3
lora
3
stock
3
ann
3
rust-lang
3
bitnet
3
image-processing
3
hnsw
3
embeddings
3
futures
2
low-latency
2
turboquant
2
callback
2
image-pixels
2
minification
2
palette-generation
2
pixel-array
2
rgba-pixels
2
visual-studio
2
transformer
2
cli
2
kmeans
2
similarity
2
encoding
2
png
2
onnx
2
graphics
2
autograd
2
median
1
matching
1
oom
1
oomllama
1
audio
1
tokenization
1
vq-vae
1
theme
1
ivf
1
ashares
1
etf
1
model-compression
1
pixelize
1
cnn
1
quant
1
search
1
coreml
1
similarity-search
1
rust-library
1
nearest-neighbor-search
1
clustering
1
algorithms
1
vector-quantization
1
nearest-neighbor
1
mobile
1
data-compression
1
sparse-inference
1
pixel
1
pia
1
spatial-color-quantization
1
scolorq
1
color-quantization
1
color-palette
1
halftone
1
spatial
1
numcodecs
1
linear
1
core
1
binary-dot-product
1
novaq
1
stdin
1
smaller
1
png-compression
1
c
1
vector_quantization
1
product_quantization
1
hadamard
1
sixel
1