Replace .pte files with reexported versions including dynamic dims companion methods
Browse files- .gitattributes +39 -0
- README.md +16 -0
- config.json +3 -0
- coreml/config.json +76 -0
- mlx/config.json +76 -0
- tokenizer.json +0 -0
- xnnpack/config.json +75 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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xnnpack/whisper_small_xnnpack.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/whisper_small_xnnpack_fp32.pte filter=lfs diff=lfs merge=lfs -text
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coreml/whisper_small_coreml_fp16.pte filter=lfs diff=lfs merge=lfs -text
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mlx/whisper_small_mlx_bf16.pte filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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pipeline_tag: automatic-speech-recognition
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---
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# Introduction
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This repository hosts the [whisper-small](https://huggingface.co/openai/whisper-small) model for the [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) library. It includes the model exported for XNNPACK, CoreML and MLX backends in `.pte` format, ready for use in the **ExecuTorch** runtime.
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If you'd like to run these models in your own ExecuTorch runtime, refer to the [official documentation](https://pytorch.org/executorch/stable/index.html) for setup instructions.
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## Compatibility
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If you intend to use this models outside of React Native ExecuTorch, make sure your runtime is compatible with the **ExecuTorch** version used to export the `.pte` files. For more details, see the compatibility note in the [ExecuTorch GitHub repository](https://github.com/pytorch/executorch/blob/11d1742fdeddcf05bc30a6cfac321d2a2e3b6768/runtime/COMPATIBILITY.md?plain=1#L4). If you work with React Native ExecuTorch, the constants from the library will guarantee compatibility with runtime used behind the scenes.
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These models were exported using v1.2.0 version of ExecuTorch and **no forward compatibility** is guaranteed. Older versions of the runtime may not work with these files.
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config.json
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{
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"modelName": "whisper-small"
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}
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coreml/config.json
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{
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"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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"model": "whisper_small",
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"family": "whisper",
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"capabilities": [
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"speech-to-text"
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],
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"backend": "coreml",
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"license": "apache-2.0",
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"tokenizer": "../tokenizer.json",
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"variants": [
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{
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"file": "whisper_small_coreml_fp16.pte",
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"precision": "fp16",
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"quantized": false,
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"default": true,
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"methods": {
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"decode": {
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"inputs": [
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{
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"shape": [
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1,
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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1,
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1500,
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768
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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128,
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51865
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],
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"dtype": "float32"
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}
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]
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},
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"encode": {
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"inputs": [
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{
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"shape": [
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480000
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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1500,
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768
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],
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"dtype": "float32"
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}
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]
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}
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}
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}
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]
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}
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mlx/config.json
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{
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"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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"model": "whisper_small",
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"family": "whisper",
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"capabilities": [
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"speech-to-text"
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],
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"backend": "coreml",
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"license": "apache-2.0",
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"tokenizer": "../tokenizer.json",
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"variants": [
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{
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"file": "whisper_small_mlx_bf16.pte",
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"precision": "bf16",
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"quantized": false,
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"default": true,
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"methods": {
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"decode": {
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"inputs": [
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{
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"shape": [
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1,
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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1,
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1500,
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768
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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128,
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51865
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],
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"dtype": "float32"
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}
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]
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},
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"encode": {
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"inputs": [
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{
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"shape": [
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480000
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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1500,
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768
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],
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"dtype": "float32"
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}
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]
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}
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}
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}
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]
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}
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tokenizer.json
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See raw diff
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xnnpack/config.json
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{
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"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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"model": "whisper_small",
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"family": "whisper",
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"capabilities": [
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"speech-to-text"
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],
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"backend": "xnnpack",
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"license": "apache-2.0",
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| 10 |
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"variants": [
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{
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"file": "whisper_small_xnnpack_fp32.pte",
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"precision": "fp32",
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"quantized": false,
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"default": true,
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"methods": {
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"decode": {
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"inputs": [
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{
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"shape": [
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1,
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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128
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],
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"dtype": "int64"
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},
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{
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"shape": [
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1,
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1500,
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768
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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128,
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51865
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],
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"dtype": "float32"
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}
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]
|
| 51 |
+
},
|
| 52 |
+
"encode": {
|
| 53 |
+
"inputs": [
|
| 54 |
+
{
|
| 55 |
+
"shape": [
|
| 56 |
+
480000
|
| 57 |
+
],
|
| 58 |
+
"dtype": "float32"
|
| 59 |
+
}
|
| 60 |
+
],
|
| 61 |
+
"outputs": [
|
| 62 |
+
{
|
| 63 |
+
"shape": [
|
| 64 |
+
1,
|
| 65 |
+
1500,
|
| 66 |
+
768
|
| 67 |
+
],
|
| 68 |
+
"dtype": "float32"
|
| 69 |
+
}
|
| 70 |
+
]
|
| 71 |
+
}
|
| 72 |
+
}
|
| 73 |
+
}
|
| 74 |
+
]
|
| 75 |
+
}
|