software-mansion/react-native-executorch-yolo26

1---2license: agpl-3.03pipeline_tag: object-detection4library_name: executorch5---6 7# yolo268 9This repository hosts the **yolo26** models exported for the10[React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch)11library as ExecuTorch `.pte` programs, ready to run on device.12 13Upstream model: [Yolo26](https://docs.ultralytics.com/tasks/detect/)14 15## Variants16 17| Path | Backend | Precision |18| --- | --- | --- |19| `l/coreml/yolo26l_384_coreml_fp16.pte` | coreml | fp16 |20| `l/coreml/yolo26l_512_coreml_fp16.pte` | coreml | fp16 |21| `l/coreml/yolo26l_640_coreml_fp16.pte` | coreml | fp16 |22| `l/xnnpack/yolo26l_384_xnnpack_fp32.pte` | xnnpack | fp32 |23| `l/xnnpack/yolo26l_512_xnnpack_fp32.pte` | xnnpack | fp32 |24| `l/xnnpack/yolo26l_640_xnnpack_fp32.pte` | xnnpack | fp32 |25| `m/coreml/yolo26m_384_coreml_fp16.pte` | coreml | fp16 |26| `m/coreml/yolo26m_512_coreml_fp16.pte` | coreml | fp16 |27| `m/coreml/yolo26m_640_coreml_fp16.pte` | coreml | fp16 |28| `m/xnnpack/yolo26m_384_xnnpack_fp32.pte` | xnnpack | fp32 |29| `m/xnnpack/yolo26m_512_xnnpack_fp32.pte` | xnnpack | fp32 |30| `m/xnnpack/yolo26m_640_xnnpack_fp32.pte` | xnnpack | fp32 |31| `n/coreml/yolo26n_384_coreml_fp16.pte` | coreml | fp16 |32| `n/coreml/yolo26n_512_coreml_fp16.pte` | coreml | fp16 |33| `n/coreml/yolo26n_640_coreml_fp16.pte` | coreml | fp16 |34| `n/xnnpack/yolo26n_384_xnnpack_fp32.pte` | xnnpack | fp32 |35| `n/xnnpack/yolo26n_512_xnnpack_fp32.pte` | xnnpack | fp32 |36| `n/xnnpack/yolo26n_640_xnnpack_fp32.pte` | xnnpack | fp32 |37| `s/coreml/yolo26s_384_coreml_fp16.pte` | coreml | fp16 |38| `s/coreml/yolo26s_512_coreml_fp16.pte` | coreml | fp16 |39| `s/coreml/yolo26s_640_coreml_fp16.pte` | coreml | fp16 |40| `s/xnnpack/yolo26s_384_xnnpack_fp32.pte` | xnnpack | fp32 |41| `s/xnnpack/yolo26s_512_xnnpack_fp32.pte` | xnnpack | fp32 |42| `s/xnnpack/yolo26s_640_xnnpack_fp32.pte` | xnnpack | fp32 |43| `x/coreml/yolo26x_384_coreml_fp16.pte` | coreml | fp16 |44| `x/coreml/yolo26x_512_coreml_fp16.pte` | coreml | fp16 |45| `x/coreml/yolo26x_640_coreml_fp16.pte` | coreml | fp16 |46| `x/xnnpack/yolo26x_384_xnnpack_fp32.pte` | xnnpack | fp32 |47| `x/xnnpack/yolo26x_512_xnnpack_fp32.pte` | xnnpack | fp32 |48| `x/xnnpack/yolo26x_640_xnnpack_fp32.pte` | xnnpack | fp32 |49 50## Unshipped backends51 52A backend directory carrying a `NOTES.md` and no `.pte` was exported and53not published. Its note records what went wrong.54 55- `l/mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-yolo26/blob/main/l/mlx/NOTES.md))56- `m/mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-yolo26/blob/main/m/mlx/NOTES.md))57- `n/mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-yolo26/blob/main/n/mlx/NOTES.md))58- `s/mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-yolo26/blob/main/s/mlx/NOTES.md))59- `x/mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-yolo26/blob/main/x/mlx/NOTES.md))60 61## Repository structure62 63```64config.json                             28 B65l/coreml/config.json                    2.6 kB66l/coreml/yolo26l_384_coreml_fp16.pte    48.5 MB67l/coreml/yolo26l_512_coreml_fp16.pte    48.5 MB68l/coreml/yolo26l_640_coreml_fp16.pte    48.5 MB69l/mlx/NOTES.md                          2.5 kB70l/xnnpack/config.json                   2.6 kB71l/xnnpack/yolo26l_384_xnnpack_fp32.pte  94.9 MB72l/xnnpack/yolo26l_512_xnnpack_fp32.pte  94.9 MB73l/xnnpack/yolo26l_640_xnnpack_fp32.pte  95.0 MB74m/coreml/config.json                    2.6 kB75m/coreml/yolo26m_384_coreml_fp16.pte    39.8 MB76m/coreml/yolo26m_512_coreml_fp16.pte    39.8 MB77m/coreml/yolo26m_640_coreml_fp16.pte    39.8 MB78m/mlx/NOTES.md                          2.5 kB79m/xnnpack/config.json                   2.6 kB80m/xnnpack/yolo26m_384_xnnpack_fp32.pte  78.1 MB81m/xnnpack/yolo26m_512_xnnpack_fp32.pte  78.1 MB82m/xnnpack/yolo26m_640_xnnpack_fp32.pte  78.1 MB83n/coreml/config.json                    2.6 kB84n/coreml/yolo26n_384_coreml_fp16.pte    5.4 MB85n/coreml/yolo26n_512_coreml_fp16.pte    5.4 MB86n/coreml/yolo26n_640_coreml_fp16.pte    5.4 MB87n/mlx/NOTES.md                          2.5 kB88n/xnnpack/config.json                   2.6 kB89n/xnnpack/yolo26n_384_xnnpack_fp32.pte  9.4 MB90n/xnnpack/yolo26n_512_xnnpack_fp32.pte  9.4 MB91n/xnnpack/yolo26n_640_xnnpack_fp32.pte  9.4 MB92s/coreml/config.json                    2.6 kB93s/coreml/yolo26s_384_coreml_fp16.pte    18.9 MB94s/coreml/yolo26s_512_coreml_fp16.pte    18.9 MB95s/coreml/yolo26s_640_coreml_fp16.pte    18.9 MB96s/mlx/NOTES.md                          2.5 kB97s/xnnpack/config.json                   2.6 kB98s/xnnpack/yolo26s_384_xnnpack_fp32.pte  36.4 MB99s/xnnpack/yolo26s_512_xnnpack_fp32.pte  36.4 MB100s/xnnpack/yolo26s_640_xnnpack_fp32.pte  36.5 MB101x/coreml/config.json                    2.6 kB102x/coreml/yolo26x_384_coreml_fp16.pte    108 MB103x/coreml/yolo26x_512_coreml_fp16.pte    108 MB104x/coreml/yolo26x_640_coreml_fp16.pte    108 MB105x/mlx/NOTES.md                          2.5 kB106x/xnnpack/config.json                   2.6 kB107x/xnnpack/yolo26x_384_xnnpack_fp32.pte  213 MB108x/xnnpack/yolo26x_512_xnnpack_fp32.pte  213 MB109x/xnnpack/yolo26x_640_xnnpack_fp32.pte  213 MB110```111 112## Compatibility113 114These files are published for the **ExecuTorch v1.4.1** runtime. ExecuTorch115gives no forward compatibility guarantee, so an older runtime may fail to load116them.117 118To use them in React Native ExecuTorch, pass the model constant shipped in the119library's model registry to the corresponding task pipeline. See the120[documentation](https://docs.swmansion.com/react-native-executorch/docs/fundamentals/downloading-models).121 122To load these files in your own ExecuTorch runtime, read the123[compatibility note](https://github.com/pytorch/executorch/blob/main/runtime/COMPATIBILITY.md)124first.125