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Top 12 Rust Onnx Projects
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burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
Project mention: Burn v0.17: Deep Learning in Rust gets new back ends and improved kernel fusion | news.ycombinator.com | 2025-04-23 -
CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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wonnx
A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
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However, due to its computational demands, running the ColPali model directly on a local machine might not always be feasible. To address this, I developed a onnx version of ColPali which can be quantized to different precisions. Quantization reduces the precision of the model's weights, significantly lowering computational and memory requirements. Despite this optimization, the quantized model maintains performance nearly equivalent to the original. In this article we will look at how to use ColPali for Vision RAG by using the EmbedAnything library that I have been developing for the last few months. You can read more about EmbedAnything here
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
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Rust Onnx discussion
Rust Onnx related posts
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Small inference runtime for deep neural networks
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Are there any ML crates that would compile to WASM?
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WebGPU ONNX inference runtime written in Rust
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rustformers/llm: Run inference for Large Language Models on CPU, with Rust 🦀🚀🦙
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tract VS burn - a user suggested alternative
2 projects | 25 Mar 2023 -
onnxruntime
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Steelix - CLI for ONNX model analysis
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A note from our sponsor - SaaSHub
www.saashub.com | 23 Apr 2025
Index
What are some of the best open-source Onnx projects in Rust? This list will help you:
# | Project | Stars |
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1 | burn | 10,308 |
2 | tract | 2,403 |
3 | wonnx | 1,726 |
4 | ort | 1,266 |
5 | EmbedAnything | 520 |
6 | blindai | 505 |
7 | rust-mlops-template | 347 |
8 | onnxruntime-rs | 287 |
9 | altius | 97 |
10 | tractjs | 75 |
11 | steelix | 47 |
12 | yolov5-api-rust | 28 |