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react-native-executorch-clip-vit-base-patch32

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msluszniak commited on
Commit
895dc7e
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1 Parent(s): 9f97e32

Declare the int8 Core ML variant

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Files changed (1) hide show
  1. coreml/config.json +66 -60
coreml/config.json CHANGED
@@ -1,75 +1,81 @@
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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": "clip_vit_base_patch32",
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  "family": "clip",
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  "capabilities": [
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- "text-embedding",
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- "image-embedding"
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  ],
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  "backend": "coreml",
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  "license": "mit",
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- "tokenizer": "../tokenizer.json",
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  "variants": [
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  {
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- "file": null,
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- "components": {
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- "image": "clip_vit_base_patch32_image_coreml_fp16.pte",
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- "text": "clip_vit_base_patch32_text_coreml_fp16.pte"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  },
 
 
 
 
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  "precision": "fp16",
 
 
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  "methods": {
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- "image": {
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- "forward": {
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- "inputs": [
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- {
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- "shape": [
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- 1,
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- 3,
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- 224,
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- 224
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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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- 512
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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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- "text": {
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- "forward": {
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- "inputs": [
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- {
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- "shape": [
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- 1,
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- 74
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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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- 74
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- ],
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- "dtype": "int64"
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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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- 512
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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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  "$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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+ "model": "clip_vit_base_patch32_text",
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  "family": "clip",
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  "capabilities": [
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+ "text-embedding"
 
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  ],
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  "backend": "coreml",
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  "license": "mit",
 
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  "variants": [
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  {
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+ "file": "clip_vit_base_patch32_text_coreml_int8.pte",
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+ "precision": "int8",
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+ "quantized": true,
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+ "default": true,
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+ "methods": {
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+ "forward": {
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+ "inputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 74
23
+ ],
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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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+ 74
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+ ],
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+ "dtype": "int64"
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+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
37
+ 1,
38
+ 512
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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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+ "quantize": "int8"
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+ },
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+ {
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+ "file": "clip_vit_base_patch32_text_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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+ "forward": {
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+ "inputs": [
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+ {
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+ "shape": [
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+ 1,
58
+ 74
59
+ ],
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+ "dtype": "int64"
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+ },
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+ {
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+ "shape": [
64
+ 1,
65
+ 74
66
+ ],
67
+ "dtype": "int64"
68
+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
73
+ 1,
74
+ 512
75
+ ],
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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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  }