crates.io "quantization" keyword
axonml-quant 0.4.1
Model quantization for the Axonml ML framework10 versions - Latest release: about 24 hours ago - 138 downloads total - 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: about 1 month ago - 279 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: about 1 month ago - 407 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: about 1 month ago - 30 downloads total - 1 maintainer
haagenti-adaptive 0.1.0
Adaptive precision scheduling for diffusion inference1 version - Latest release: about 1 month ago - 14 downloads total - 1 maintainer
trueno-quant 0.1.0
K-quantization formats (Q4_K, Q5_K, Q6_K) for GGUF/APR model weights1 version - Latest release: 26 days ago - 3.81 thousand downloads total - 23 stars on GitHub - 1 maintainer
quantize-rs 0.6.0
Neural network quantization toolkit for ONNX models6 versions - Latest release: 18 days ago - 80 downloads total - 1 maintainer
haagenti-neural 0.1.0
Neural compression using learned codebooks for 10x model compression1 version - Latest release: about 1 month ago - 14 downloads total - 1 maintainer
kwaai-compression 0.3.5
Compression utilities for KwaaiNet - 8-bit quantization, gradient compression1 version - Latest release: 6 days ago - 0 downloads total - 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: about 1 month ago - 351 downloads total - 1 maintainer
ctp-sys 0.1.3
ctp rust binding4 versions - Latest release: over 2 years ago - 6.51 thousand downloads total - 13 stars on GitHub - 1 maintainer
Top 4.0% on crates.io
57 versions - Latest release: 8 months ago - 15 dependent packages - 145 dependent repositories - 904 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: 8 months ago - 15 dependent packages - 145 dependent repositories - 904 thousand downloads total - 689 stars on GitHub - 1 maintainer
oner_quantize 0.1.0
An implementation of the 1R numeric quantization algorithm1 version - Latest release: almost 6 years ago - 1.81 thousand downloads total - 0 stars on GitHub - 1 maintainer
quantette 0.5.1
Fast and high quality image quantization and palette generation.7 versions - Latest release: 4 months ago - 1 dependent package - 103 thousand downloads total - 29 stars on GitHub - 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: 10 days ago - 0 downloads total - 1 maintainer
exoquant 0.2.0
Very high quality image quantization2 versions - Latest release: over 9 years ago - 11 dependent packages - 9 dependent repositories - 26.2 thousand downloads total - 38 stars on GitHub - 1 maintainer
quantizr 1.4.3
Fast library for converting RGBA images to 8-bit palette images4 versions - Latest release: 11 months ago - 5.21 thousand downloads total - 15 stars on GitHub - 1 maintainer
ruvector-sparse-inference 0.1.31
PowerInfer-style sparse inference engine for efficient neural network inference on edge devices2 versions - Latest release: 2 months ago - 39 downloads total - 1 maintainer
ruvector-fpga-transformer 0.1.0
FPGA Transformer backend with deterministic latency, quantization-first design, and coherence gating1 version - Latest release: 22 days ago - 12 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 - 2.43 thousand downloads total - 1 stars on GitHub - 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 - 9.83 thousand downloads total - 7 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: about 2 months ago - 40 downloads total - 1 maintainer
vq 0.2.0
A vector quantization library for Rust10 versions - Latest release: about 2 months ago - 3.85 thousand downloads total - 14 stars on GitHub - 1 maintainer
Top 6.4% on crates.io
41 versions - Latest release: 8 months ago - 2 dependent packages - 13 dependent repositories - 192 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: 8 months ago - 2 dependent packages - 13 dependent repositories - 192 thousand downloads total - 850 stars on GitHub - 1 maintainer
bitnet-quant 1.0.0
1.58-bit quantization engine for BitNet neural networks12 versions - Latest release: 6 months ago - 4.89 thousand downloads total - 1 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: 3 months ago - 50 downloads total - 1 maintainer
entrenar 0.5.2
Training & Optimization library with autograd, LoRA, quantization, and model merging15 versions - Latest release: about 2 months ago - 5.6 thousand downloads total - 1 maintainer
microcnn 0.1.3
A minimal CNN framework in Rust with Quantization4 versions - Latest release: 22 days ago - 50 downloads total - 1 stars on GitHub - 1 maintainer
omendb-core 0.0.14 removed
Core algorithms for OmenDB: HNSW, RaBitQ compression, SIMD distance1 version - Latest release: 3 months ago - 0 downloads total - 1 stars on GitHub - 1 maintainer
rvf-quant 0.1.0
RuVector Format temperature-tiered vector quantization (f32/f16/u8/binary)1 version - Latest release: 23 days ago - 10 downloads total - 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 - 4.95 thousand downloads total - 3 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 - 3.07 thousand downloads total - 43 stars on GitHub - 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: about 2 years ago - 1.53 thousand downloads total - 0 stars on GitHub - 1 maintainer
rabitq-rs 0.7.0
Advanced vector search: RaBitQ quantization with IVF and MSTG (Multi-Scale Tree Graph) index13 versions - Latest release: 4 months ago - 2.57 thousand downloads total - 4 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: about 2 months ago - 26 downloads total - 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 - 959 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 - 5.29 thousand downloads total - 6 stars on GitHub - 1 maintainer
zeta-quantization 0.1.0
Advanced quantization engine for efficient LLM inference1 version - Latest release: 6 months ago - 519 downloads total - 3 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: 6 months ago - 310 downloads total - 3 stars on GitHub - 1 maintainer
float4 0.1.0
MXFP4-compatible 4-bit floating point types and block formats for Rust.1 version - Latest release: 7 months ago - 68.6 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: 9 months ago - 3.59 thousand downloads total - 12 stars on GitHub - 1 maintainer
vector_quantizer 0.0.3 💰
Simple vector quantization utilities and functions.3 versions - Latest release: about 1 year ago - 2.53 thousand downloads total - 15 stars on GitHub - 2 maintainers
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
rabitq 0.2.2 💰
A Rust implementation of the RaBitQ vector search algorithm.4 versions - Latest release: over 1 year ago - 3.93 thousand downloads total - 10 stars on GitHub - 1 maintainer
pngquant 3.0.3 💰
Convert 24/32-bit PNG images to efficient 8-bit format with alpha channel7 versions - Latest release: about 2 years ago - 19.9 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: 7 months ago - 4.69 thousand downloads total - 0 stars on GitHub - 1 maintainer
lnmp-quant 0.5.16
Quantization and compression for LNMP embedding vectors with minimal accuracy loss11 versions - Latest release: 3 months ago - 463 downloads total - 0 stars on GitHub - 1 maintainer
rscolorq 0.2.0
Spatial color quantization, a Rust port of `scolorq`.4 versions - Latest release: almost 5 years ago - 2 dependent repositories - 7.6 thousand downloads total - 68 stars on GitHub - 1 maintainer
bitnet-core 1.0.0
Core BitNet implementation with fundamental data structures and algorithms18 versions - Latest release: 6 months ago - 7.31 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: 5 months ago - 4.96 thousand downloads total - 1 stars on GitHub - 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 - 45.2 thousand downloads total - 2 stars on GitHub - 1 maintainer
Related Keywords
compression
11
palette
10
machine-learning
8
image
7
inference
7
color
6
rust
5
llm
5
vector-search
5
neural-network
4
dither
4
quality
3
dithering
3
optimization
3
simd
3
stock
3
image-processing
3
pngquant
3
bitnet
3
neural-networks
3
conversion
3
image-optimization
3
rgba-pixels
2
visual-studio
2
pixel-array
2
palette-generation
2
minification
2
lora
2
rust-lang
2
kmeans
2
cli
2
hnsw
2
similarity
2
embeddings
2
vector
2
embedding
2
ai
2
encoding
2
png
2
deep-learning
2
gguf
2
futures
2
callback
2
image-pixels
2
int4
1
mxfp4
1
fp4
1
quantize
1
float
1
int8
1
ashares
1
etf
1
vq-vae
1
tokenization
1
audio
1
ivf
1
ann
1
theme
1
graphics
1
matching
1
median
1
rvf
1
cuda
1
fine-tuning
1
cnn
1
autograd
1
low-latency
1
crate
1
numeric
1
numcodecs
1
linear
1
core
1
spatial-color-quantization
1
scolorq
1
color-quantization
1
color-palette
1
spatial
1
halftone
1
lnmp
1
novaq
1
stdin
1
smaller
1
png-compression
1
c
1
binary-dot-product
1
vector_quantization
1
product_quantization
1
terminal
1
sixel
1
fpga
1
sparse-inference
1
edge-ai
1
ml
1
onnx
1
wasm
1
golden-ratio
1
oklab
1
image-quantization
1
neural
1
codebook
1