software-mansion/react-native-executorch-all-mpnet-base-v2

all-mpnet-base-v2

This repository hosts the all-mpnet-base-v2 models exported for the React Native ExecuTorch library as ExecuTorch .pte programs, ready to run on device.

Upstream model: all-mpnet-base-v2

Variants

Path	Backend	Precision
vulkan/all_mpnet_base_v2_vulkan_fp16.pte	vulkan	fp16
vulkan/all_mpnet_base_v2_vulkan_int8.pte	vulkan	int8
xnnpack/all_mpnet_base_v2_xnnpack_fp32.pte	xnnpack	fp32

Repository structure

config.json                                 39 B
tokenizer.json                              694 kB
tokenizer_config.json                       363 B
vulkan/all_mpnet_base_v2_vulkan_fp16.pte    208 MB
vulkan/all_mpnet_base_v2_vulkan_int8.pte    127 MB
vulkan/config.json                          1.5 kB
xnnpack/all_mpnet_base_v2_xnnpack_fp32.pte  416 MB
xnnpack/config.json                         933 B

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.