software-mansion/react-native-executorch-yolo26

yolo26

This repository hosts the yolo26 models exported for the React Native ExecuTorch library as ExecuTorch .pte programs, ready to run on device.

Upstream model: Yolo26

Variants

Path	Backend	Precision
l/coreml/yolo26l_384_coreml_fp16.pte	coreml	fp16
l/coreml/yolo26l_512_coreml_fp16.pte	coreml	fp16
l/coreml/yolo26l_640_coreml_fp16.pte	coreml	fp16
l/xnnpack/yolo26l_384_xnnpack_fp32.pte	xnnpack	fp32
l/xnnpack/yolo26l_512_xnnpack_fp32.pte	xnnpack	fp32
l/xnnpack/yolo26l_640_xnnpack_fp32.pte	xnnpack	fp32
m/coreml/yolo26m_384_coreml_fp16.pte	coreml	fp16
m/coreml/yolo26m_512_coreml_fp16.pte	coreml	fp16
m/coreml/yolo26m_640_coreml_fp16.pte	coreml	fp16
m/xnnpack/yolo26m_384_xnnpack_fp32.pte	xnnpack	fp32
m/xnnpack/yolo26m_512_xnnpack_fp32.pte	xnnpack	fp32
m/xnnpack/yolo26m_640_xnnpack_fp32.pte	xnnpack	fp32
n/coreml/yolo26n_384_coreml_fp16.pte	coreml	fp16
n/coreml/yolo26n_512_coreml_fp16.pte	coreml	fp16
n/coreml/yolo26n_640_coreml_fp16.pte	coreml	fp16
n/xnnpack/yolo26n_384_xnnpack_fp32.pte	xnnpack	fp32
n/xnnpack/yolo26n_512_xnnpack_fp32.pte	xnnpack	fp32
n/xnnpack/yolo26n_640_xnnpack_fp32.pte	xnnpack	fp32
s/coreml/yolo26s_384_coreml_fp16.pte	coreml	fp16
s/coreml/yolo26s_512_coreml_fp16.pte	coreml	fp16
s/coreml/yolo26s_640_coreml_fp16.pte	coreml	fp16
s/xnnpack/yolo26s_384_xnnpack_fp32.pte	xnnpack	fp32
s/xnnpack/yolo26s_512_xnnpack_fp32.pte	xnnpack	fp32
s/xnnpack/yolo26s_640_xnnpack_fp32.pte	xnnpack	fp32
x/coreml/yolo26x_384_coreml_fp16.pte	coreml	fp16
x/coreml/yolo26x_512_coreml_fp16.pte	coreml	fp16
x/coreml/yolo26x_640_coreml_fp16.pte	coreml	fp16
x/xnnpack/yolo26x_384_xnnpack_fp32.pte	xnnpack	fp32
x/xnnpack/yolo26x_512_xnnpack_fp32.pte	xnnpack	fp32
x/xnnpack/yolo26x_640_xnnpack_fp32.pte	xnnpack	fp32

Unshipped backends

A backend directory carrying a NOTES.md and no .pte was exported and not published. Its note records what went wrong.

• l/mlx (why)
• m/mlx (why)
• n/mlx (why)
• s/mlx (why)
• x/mlx (why)

Repository structure

config.json                             28 B
l/coreml/config.json                    2.6 kB
l/coreml/yolo26l_384_coreml_fp16.pte    48.5 MB
l/coreml/yolo26l_512_coreml_fp16.pte    48.5 MB
l/coreml/yolo26l_640_coreml_fp16.pte    48.5 MB
l/mlx/NOTES.md                          2.5 kB
l/xnnpack/config.json                   2.6 kB
l/xnnpack/yolo26l_384_xnnpack_fp32.pte  94.9 MB
l/xnnpack/yolo26l_512_xnnpack_fp32.pte  94.9 MB
l/xnnpack/yolo26l_640_xnnpack_fp32.pte  95.0 MB
m/coreml/config.json                    2.6 kB
m/coreml/yolo26m_384_coreml_fp16.pte    39.8 MB
m/coreml/yolo26m_512_coreml_fp16.pte    39.8 MB
m/coreml/yolo26m_640_coreml_fp16.pte    39.8 MB
m/mlx/NOTES.md                          2.5 kB
m/xnnpack/config.json                   2.6 kB
m/xnnpack/yolo26m_384_xnnpack_fp32.pte  78.1 MB
m/xnnpack/yolo26m_512_xnnpack_fp32.pte  78.1 MB
m/xnnpack/yolo26m_640_xnnpack_fp32.pte  78.1 MB
n/coreml/config.json                    2.6 kB
n/coreml/yolo26n_384_coreml_fp16.pte    5.4 MB
n/coreml/yolo26n_512_coreml_fp16.pte    5.4 MB
n/coreml/yolo26n_640_coreml_fp16.pte    5.4 MB
n/mlx/NOTES.md                          2.5 kB
n/xnnpack/config.json                   2.6 kB
n/xnnpack/yolo26n_384_xnnpack_fp32.pte  9.4 MB
n/xnnpack/yolo26n_512_xnnpack_fp32.pte  9.4 MB
n/xnnpack/yolo26n_640_xnnpack_fp32.pte  9.4 MB
s/coreml/config.json                    2.6 kB
s/coreml/yolo26s_384_coreml_fp16.pte    18.9 MB
s/coreml/yolo26s_512_coreml_fp16.pte    18.9 MB
s/coreml/yolo26s_640_coreml_fp16.pte    18.9 MB
s/mlx/NOTES.md                          2.5 kB
s/xnnpack/config.json                   2.6 kB
s/xnnpack/yolo26s_384_xnnpack_fp32.pte  36.4 MB
s/xnnpack/yolo26s_512_xnnpack_fp32.pte  36.4 MB
s/xnnpack/yolo26s_640_xnnpack_fp32.pte  36.5 MB
x/coreml/config.json                    2.6 kB
x/coreml/yolo26x_384_coreml_fp16.pte    108 MB
x/coreml/yolo26x_512_coreml_fp16.pte    108 MB
x/coreml/yolo26x_640_coreml_fp16.pte    108 MB
x/mlx/NOTES.md                          2.5 kB
x/xnnpack/config.json                   2.6 kB
x/xnnpack/yolo26x_384_xnnpack_fp32.pte  213 MB
x/xnnpack/yolo26x_512_xnnpack_fp32.pte  213 MB
x/xnnpack/yolo26x_640_xnnpack_fp32.pte  213 MB

Compatibility

These files are published for the ExecuTorch v1.4.1 runtime. ExecuTorch gives no forward compatibility guarantee, so an older runtime may fail to load them.

To use them in React Native ExecuTorch, pass the model constant shipped in the library's model registry to the corresponding task pipeline. See the documentation.

To load these files in your own ExecuTorch runtime, read the compatibility note first.