candle
ML framework
A minimalist machine learning framework for Rust, focusing on performance and ease of use.
Minimalist ML framework for Rust
16k stars
159 watching
976 forks
Language: Rust
last commit: 3 months ago
Linked from 3 awesome lists
josephmisiti/awesome-machine-learning
rust-unofficial/awesome-rust
jetli/awesome-yewRelated projects:
| Repository | Description | Stars |
|---|---|---|
 flashlight/flashlight | A C++ machine learning library with autograd support and high-performance defaults for efficient computation. | 5,300 |
 flamegraph-rs/flamegraph | A tool for generating and visualizing performance profiles of software applications | 4,835 |
 pytorch/torchtitan | A native PyTorch library for training large language models using distributed parallelism and optimization techniques. | 2,765 |
| huggingface/accelerate | A tool to simplify training and deployment of PyTorch models on various devices and configurations | 8,056 |
| huggingface/tokenizers | A toolkit providing optimized tokenizers for natural language processing tasks in various programming languages. | 9,156 |
 openxla/xla | Compiles machine learning models for high-performance execution on various hardware platforms | 2,769 |
 ericlbuehler/mistral.rs | A high-performance LLM inference framework written in Rust | 4,677 |
 luanfujun/deep-painterly-harmonization | Generates stylized images from input paintings by learning to harmonize their styles | 6,073 |
 ml-tooling/opyrator | Automates conversion of machine learning code into production-ready microservices with web API and GUI. | 3,116 |
 ggerganov/whisper.cpp | A high-performance inference implementation of an automatic speech recognition model in C++ | 36,332 |
| huggingface/diffusers | A PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures | 26,676 |
| huggingface/distil-whisper | A machine learning model that uses audio input to generate text transcriptions at high speeds and with good accuracy. | 3,644 |
 flame/blis | A software framework for instantiating high-performance linear algebra libraries | 2,337 |
 systemerrorwang/white-box-cartoonization | An implementation of a deep learning-based facial cartoonization system using TensorFlow | 3,958 |
| huggingface/datasets | A tool providing efficient data manipulation and loading for machine learning models | 19,349 |