Replace .pte files with reexported versions including dynamic dims companion methods
Browse files- .gitattributes +0 -39
- README.md +0 -16
- config.json +0 -3
- coreml/config.json +0 -76
- coreml/whisper_small_coreml_fp16.pte +2 -2
- mlx/config.json +0 -76
- mlx/whisper_small_mlx_bf16.pte +2 -2
- tokenizer.json +0 -0
- xnnpack/config.json +0 -75
- xnnpack/whisper_small_xnnpack_fp32.pte +2 -2
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saved_model/**/* 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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"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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"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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"dtype": "float32"
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coreml/whisper_small_coreml_fp16.pte
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:344724bb37328cc8ac58cdfb3c06a741c8add9b659896b45673c93bed0104a5f
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size 485330161
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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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mlx/whisper_small_mlx_bf16.pte
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5ccd885be7b10bfd585fb9c2f181dd7ed681df8c098dc74095d9ae1f73acb6a
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tokenizer.json
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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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"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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"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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{
|
| 63 |
-
"shape": [
|
| 64 |
-
1,
|
| 65 |
-
1500,
|
| 66 |
-
768
|
| 67 |
-
],
|
| 68 |
-
"dtype": "float32"
|
| 69 |
-
}
|
| 70 |
-
]
|
| 71 |
-
}
|
| 72 |
-
}
|
| 73 |
-
}
|
| 74 |
-
]
|
| 75 |
-
}
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|
xnnpack/whisper_small_xnnpack_fp32.pte
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9977588b4782abbb6e5e1014ce7e8d31edcf071b90800320f462a87d1845787e
|
| 3 |
+
size 1128744192
|