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react-native-executorch-lfm2.5-embedding-350m

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msluszniak commited on
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80a3c69
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1 Parent(s): 11f81b8

Re-export LFM2.5-Embedding to new dynamic-shape flow (BOS-prepend, no-pad, get_dynamic_dims_forward)

Browse files
Files changed (4) hide show
  1. mlx/config.json +45 -51
  2. mlx/lfm_2_5_embedding_350m_mlx_int4.pte +2 -2
  3. xnnpack/config.json +44 -50
  4. xnnpack/lfm_2_5_embedding_350m_xnnpack_8da4w.pte +2 -2
mlx/config.json CHANGED
@@ -1,55 +1,49 @@
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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": "lfm2_5_embedding_350m",
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- "family": "lfm2",
5
- "capabilities": [
6
- "text-embedding"
7
- ],
8
- "backend": "mlx",
9
- "license": "other",
10
- "tokenizer": "../tokenizer.json",
11
- "tokenizer_config": "../tokenizer_config.json",
12
- "variants": [
13
- {
14
- "file": "lfm_2_5_embedding_350m_mlx_int4.pte",
15
- "precision": "int4",
16
- "quantized": true,
17
- "default": true,
18
- "methods": {
19
- "forward": {
20
- "inputs": [
21
- {
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- "shape": [
23
- 1,
24
- {
25
- "min": 2,
26
- "max": 512
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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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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- {
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- "min": 2,
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- "max": 512
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- }
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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": [
45
- 1,
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- 1024
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- ],
48
- "dtype": "float32"
49
  }
50
- ]
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  }
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- }
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- }
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- ]
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- }
 
1
  {
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+ "$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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+ "model": "lfm2_5_embedding_350m",
4
+ "family": "lfm2",
5
+ "capabilities": [
6
+ "text-embedding"
7
+ ],
8
+ "backend": "mlx",
9
+ "license": "other",
10
+ "tokenizer": "../tokenizer.json",
11
+ "tokenizer_config": "../tokenizer_config.json",
12
+ "variants": [
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+ {
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+ "file": "lfm_2_5_embedding_350m_mlx_int4.pte",
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+ "precision": "int4",
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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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+ 511
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+ "shape": [
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+ 511
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+ "dtype": "int64"
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+ "outputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 1024
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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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+ }
 
 
mlx/lfm_2_5_embedding_350m_mlx_int4.pte CHANGED
@@ -1,3 +1,3 @@
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xnnpack/config.json CHANGED
@@ -1,55 +1,49 @@
1
  {
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- "$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
3
- "model": "lfm2_5_embedding_350m",
4
- "family": "lfm2",
5
- "capabilities": [
6
- "text-embedding"
7
- ],
8
- "backend": "xnnpack",
9
- "license": "other",
10
- "tokenizer": "../tokenizer.json",
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- "tokenizer_config": "../tokenizer_config.json",
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- "variants": [
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- {
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- "file": "lfm_2_5_embedding_350m_xnnpack_8da4w.pte",
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- "quantized": true,
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- "forward": {
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- {
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- "shape": [
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- 1024
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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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  {
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+ "$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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+ "model": "lfm2_5_embedding_350m",
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+ "family": "lfm2",
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+ "capabilities": [
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+ "text-embedding"
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+ ],
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+ "backend": "xnnpack",
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+ "license": "other",
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+ "tokenizer": "../tokenizer.json",
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+ "tokenizer_config": "../tokenizer_config.json",
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+ "variants": [
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+ {
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+ "file": "lfm_2_5_embedding_350m_xnnpack_8da4w.pte",
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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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+ 511
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+ "shape": [
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+ 1,
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+ 511
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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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+ 1024
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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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  }
xnnpack/lfm_2_5_embedding_350m_xnnpack_8da4w.pte CHANGED
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