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Top 23 Rust Deep Learning Projects
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burn
Burn is a next generation Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
I intend to grow this into an open-source project because deep inside, this is ideally how I would like ComfyUI to be. There's still a long journey ahead for building all the custom nodes, which is especially challenging given that the majority of code for AI workflows is written in Python. However, with my hands-on experience with Candle and Burn libraries, I may be able to get pretty close!
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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lance
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
Project mention: ⚡🦀 Deploy a blazing-fast & Lightweight LLM app with Rust-Rig-LanceDB | dev.to | 2024-11-22Lance is an open-source columnar data format designed for performant ML workloads.
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tensorzero
TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.
Project mention: Ask HN: Freelancer? Seeking freelancer? (April 2025) | news.ycombinator.com | 2025-04-01SEEKING FREELANCER
TensorZero | https://github.com/tensorzero/tensorzero | Staff Front-end / Design Engineer | Remote or Onsite (NYC) | Full-time or Part-time
TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.
We're looking for a contract / freelance Staff Front-end / Design Engineer with the following skillset:
‣ Must have: expert in TypeScript, React, and web fundamentals
‣ Nice to have: familiar with LLMs, experience with Vite / React Router V7 (RemixJS) / Tailwind
What we offer:
‣ Vast majority of your work → open source
‣ Flexible arrangement: remote or onsite (NYC), full-time or part-time
‣ Small and entirely technical team: former Rust compiler maintainer, ML researchers with 1000's of citations, decacorn CPO
‣ Engagement expected to last a few months
‣ Compensation in line with staff+ experience
Also hiring full-time employees: https://news.ycombinator.com/item?id=43569646
Apply: [email protected]
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rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Project mention: An Open-Source Machine Learning Framework in Rust | news.ycombinator.com | 2024-12-16
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PERSIA
High performance distributed framework for training deep learning recommendation models based on PyTorch.
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smolrsrwkv
A relatively basic implementation of RWKV in Rust written by someone with very little math and ML knowledge. Supports 32, 8 and 4 bit evaluation. It can also directly load PyTorch RWKV models.
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corgi
A neural network, and tensor dynamic automatic differentiation implementation for Rust. (by patricksongzy)
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spacepile
convert reads from repeated measures of same piece of DNA into spaced matricies for deep learners.
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modelbox
An extensible machine learning model store and model transformation and distribution service
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Rust Deep Learning discussion
Rust Deep Learning related posts
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Conduit: A UI-less node-based system
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Burn v0.17: Deep Learning in Rust gets new back ends and improved kernel fusion
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Ask HN: Who is hiring? (April 2025)
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Why 2024 Was the Best Year for Visual AI (So Far)
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Burn: The Future of Deep Learning in Rust
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We Picked AGPL
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The Nimble File Format by Meta
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A note from our sponsor - InfluxDB
www.influxdata.com | 15 May 2025
Index
What are some of the best open-source Deep Learning projects in Rust? This list will help you:
# | Project | Stars |
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1 | burn | 11,066 |
2 | tch-rs | 4,767 |
3 | lance | 4,591 |
4 | tensorzero | 4,065 |
5 | rust-bert | 2,836 |
6 | dfdx | 1,808 |
7 | pipeless | 751 |
8 | delta | 413 |
9 | PERSIA | 406 |
10 | gamma | 390 |
11 | scallop | 358 |
12 | bastionlab | 170 |
13 | jiro-nn | 130 |
14 | llama-dfdx | 104 |
15 | smolrsrwkv | 93 |
16 | dlpark | 41 |
17 | ByteDetective | 29 |
18 | corgi | 24 |
19 | hyperparameter | 23 |
20 | batched-fn | 21 |
21 | spacepile | 14 |
22 | modelbox | 13 |
23 | autograd-rs | 0 |