oxidized-transformers
Library Archived
Transformers library (not functional yet)
- Downloads
- 0
- Dependents
- 0
- Stars
- 40
- Forks
- 3
- Contributors
- 2
- Commits
- 56
- Latest release
- 0.1.1 ·
Why Archived
GitHub reports the repository as archived.
Exact rules: Instant archive. The check on applied thresholds version 9.
Every rule outcome, as the check records it
instant-archive: repository is archived
About
Oxidized Transformers is a Rust transformers library that started out as a port of Curated Transformers. The foundations are in place and some popular models are implemented, but Oxidized Transformers is still too volatile to use in projects. Keep an eye on the repo, since progress is currently fast.
🧰 Supported Model Architectures
Supported encoder-only models:
- ALBERT
- BERT
- RoBERTa
- XLM-RoBERTa
Supported decoder-only models:
- GPT-NeoX
- Llama 1/2
All types of models can be loaded from Huggingface Hub. Float16/bfloat16 models can use flash attention v2 on recent CUDA GPUs.
Compatibility
- Runs on
- CUDA, Metal
What shows it
- CUDA: oxidized-transformers feature cuda, oxidized-cuda-kernels dependency cudarc
- Metal: oxidized-transformers feature metal
- Native code
- None found
- No native code found
- Python bindings
- No Python binding crate found
- License
- Apache-2.0 OR MIT
Compare with similar projects
Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.
| Project | Downloads | Dependents | Stars | Latest release | Runs on (GPU) | Native code | License |
|---|---|---|---|---|---|---|---|
|
Transformers library (not functional yet) |
0 downloads over 30 days | 0 | 40 | 0.1.1 | CUDA, Metal | No native code found | Apache-2.0 OR MIT |
|
candle Featured
Minimalist ML framework. Python bindings Also in Run and serve models. |
1,766,495 downloads over 30 days | 692 | 21,287 | 0.11.1 | CUDA, Metal | Binds native code: accelerate-src (feature accelerate), intel-mkl-src (feature mkl), alsa-sys (feature encodec) | Apache-2.0 OR MIT |
|
tch-rs Featured
Rust wrappers for the PyTorch C++ api (libtorch). Python bindings Also in Run and serve models. |
1,190,464 downloads over 30 days | 124 | 5,518 | 0.26.0 | CUDA | Binds native code: tch, torch-sys. Build uses a native toolchain: cc | Apache-2.0 OR MIT |
|
mlx-rs Featured
Unofficial rust wrapper for Apple's mlx machine learning library. Also in Run and serve models. |
33,398 downloads over 30 days | 36 | 389 | 0.34.0 | Metal | Binds native code: mach-sys, mlx, mlx-sys. Build uses a native toolchain: bindgen, cc, cmake | Apache-2.0 OR MIT |
|
boostr Listed
ML framework on numr for training and inference on CPU, CUDA and WebGPU: attention, quantization, inference scheduling and distributed execution. Models include LLaMA, Mamba2, Qwen3.5, Whisper, Kokoro, VITS, VoxCPM2, Silero VAD, CLAP and super-resolution. Loads SafeTensors and GGUF. Also in Run and serve models. |
1,265 downloads over 30 days | 7 | 20 | 0.11.2 | CUDA, WebGPU | Binds native code: ring (feature distributed) | Apache-2.0 |
|
xla-rs Listed
Bindings for the XLA C++ library. Also in Train models. |
864 downloads over 30 days | 2 | 117 | 0.5.4 | GPU support unknown | Build uses a native toolchain: bindgen, cc | Apache-2.0 OR MIT |
|
ruv-fann Listed
A pure Rust implementation of the Fast Artificial Neural Network (FANN) library Python bindings Also in Train models. |
270 downloads over 30 days | 7 | 388 | 0.2.1 | CUDA, WebGPU | Binds native code: libsqlite3-sys, win-sys, torch-sys (feature neural-networks). Build uses a native toolchain: cc | Apache-2.0 OR MIT |
All projects in Run and serve modelsAll projects in Train models
Crates2 crates
Measurements and sources
Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.
Sources6 sources
- Description: the crates.io description
- crates.io database dump, fetched
- RustSec advisory database, fetched
- GitHub repository, fetched
- crates.io package, fetched
- GitHub contributors, fetched
Adoption0 active dependents, 0 new dependents in 365 days1 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Active dependents | 0 | crates.io database dump | Yes | |
| New dependents (365 days) | 0 | crates.io database dump | Yes | |
| Peak active dependents | 0 | crates.io database dump | Yes | |
| Active dependents as a share of the peak | 1 | crates.io database dump | Yes | |
| Binary downloads per release | Not measured | Yes |
MaintenanceLatest human commit: 2 years ago3 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Latest human commit | 2024-05-05 | GitHub repository | Yes | |
| Latest release | 2024-03-22 | crates.io database dump | Yes | |
| First release | 2024-01-11 | crates.io database dump | Yes | |
| Latest version | 0.1.1 | crates.io database dump | Yes | |
| Days the oldest outside issue waits for a reply | 0 | GitHub repository | Yes | |
| Maintainer replies over 365 days | 0 | GitHub repository | Yes | |
| Repository archived | true | GitHub repository | Yes | |
| Repository gone | false | GitHub repository | Yes | |
| Release commit or manifest in the repo | true | crates.io package | Yes | |
| Published docs | false | crates.io database dump | Yes | |
| Latest release fails cargo check | Not measured | Yes | ||
| Build check date | Not measured | Yes | ||
| Build check toolchain | Not measured | Yes |
SecurityUnpatched vulnerabilities: none
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Unpatched vulnerabilities past the grace window | none | RustSec advisory database | Yes | |
| RustSec unmaintained advisory | none | RustSec advisory database | Yes | |
| Deprecation notice | none | crates.io database dump | Yes | |
| Deprecated requirement | none | crates.io database dump | Yes |
Distribution2 releases, 0 downloads over 30 days5 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Releases | 2 | crates.io database dump | Yes | |
| Downloads over 30 days | 0 | crates.io database dump | Yes | |
| Binary downloads over the last 3 releases | Not measured | Yes | ||
| Homebrew installs on request over 365 days | Not measured | Yes | ||
| Repology repository families | Not measured | Yes | ||
| Docker pull growth over 90 days | Not measured | Yes | ||
| Docker pulls at the growth baseline | Not measured | Yes | ||
| Every version a prerelease | false | crates.io database dump | Yes | |
| Every version 0.0.x | false | crates.io database dump | Yes | |
| Every version yanked | false | crates.io database dump | Yes | |
| Crate deleted from crates.io | false | crates.io database dump | Yes |
Repository40 stars, 3 forks, 2 contributors, 56 commits. Stars alone never qualify a project.
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| GitHub stars | 40 | GitHub repository | Yes — one part of the repository route | |
| GitHub forks | 3 | GitHub repository | Yes — one part of the repository route | |
| Contributors with a GitHub account | 2 | GitHub contributors | Yes — one part of the repository route | |
| Commits on the default branch | 56 | GitHub repository | No | |
| Repository's main crate left out of the entry | none | crates.io database dump | Yes |
Facts that never count
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| License | Apache-2.0 OR MIT | crates.io database dump | No | |
| Runs on, from listed crates and their direct dependencies | CUDA, Metal | crates.io database dump | No | |
| What shows each backend | CUDA: oxidized-transformers feature cuda, oxidized-cuda-kernels dependency cudarc; Metal: oxidized-transformers feature metal | crates.io database dump | No | |
| Native code, from listed crates and their dependencies | No native code found | crates.io database dump | No | |
| Python bindings, from direct dependencies of listed crates | No Python binding crate found | crates.io database dump | No | |
| Crates that depend on a listed crate directly | 0 | crates.io database dump | No |
Corrections and review history
No correction applies to this entry.
Judgments
A judgment enters only through an approved issue and a merged pull request.
No judgment applies to this entry.