Hugging Face's logo

qualcomm
/
Nomic-Embed-Text

Text Generation
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
3414551
·
verified ·
1 Parent(s): 10bf3c3

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +27 -27
README.md CHANGED
@@ -34,31 +34,31 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.591 ms | 0 - 17 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
38
- | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.074 ms | 0 - 2 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
39
- | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.526 ms | 0 - 406 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
40
- | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.844 ms | 0 - 18 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
41
- | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.397 ms | 0 - 363 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
42
- | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.185 ms | 0 - 324 MB | FP16 | NPU | Use Export Script |
43
- | Nomic-Embed-Text | SA7255P ADP | SA7255P | TFLITE | 186.803 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
44
- | Nomic-Embed-Text | SA7255P ADP | SA7255P | QNN | 181.834 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
45
- | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.27 ms | 0 - 16 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
46
- | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.058 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
47
- | Nomic-Embed-Text | SA8295P ADP | SA8295P | TFLITE | 14.359 ms | 0 - 348 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
48
- | Nomic-Embed-Text | SA8295P ADP | SA8295P | QNN | 11.186 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
49
- | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.602 ms | 0 - 19 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
50
- | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.077 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
51
- | Nomic-Embed-Text | SA8775P ADP | SA8775P | TFLITE | 15.479 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
52
- | Nomic-Embed-Text | SA8775P ADP | SA8775P | QNN | 12.267 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
53
- | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 186.803 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
54
- | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 181.834 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
55
- | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.542 ms | 0 - 20 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
56
- | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.051 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
57
- | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 15.479 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
58
- | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 12.267 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
59
- | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.138 ms | 0 - 399 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
60
- | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 11.376 ms | 0 - 367 MB | FP16 | NPU | Use Export Script |
61
- | Nomic-Embed-Text | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.338 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
62
 
63
 
64
 
@@ -122,8 +122,8 @@ Profiling Results
122
  Nomic-Embed-Text
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
- Estimated inference time (ms) : 10.6
126
- Estimated peak memory usage (MB): [0, 17]
127
  Total # Ops : 906
128
  Compute Unit(s) : NPU (906 ops)
129
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.366 ms | 0 - 18 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
38
+ | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 9.091 ms | 0 - 27 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
39
+ | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.577 ms | 0 - 406 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
40
+ | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.474 ms | 0 - 367 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
41
+ | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.378 ms | 0 - 361 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
42
+ | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.192 ms | 0 - 325 MB | FP16 | NPU | Use Export Script |
43
+ | Nomic-Embed-Text | SA7255P ADP | SA7255P | TFLITE | 186.821 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
44
+ | Nomic-Embed-Text | SA7255P ADP | SA7255P | QNN | 181.79 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
45
+ | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.671 ms | 0 - 19 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
46
+ | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.067 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
47
+ | Nomic-Embed-Text | SA8295P ADP | SA8295P | TFLITE | 14.362 ms | 0 - 348 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
48
+ | Nomic-Embed-Text | SA8295P ADP | SA8295P | QNN | 11.133 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
49
+ | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.585 ms | 0 - 18 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
50
+ | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.09 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
51
+ | Nomic-Embed-Text | SA8775P ADP | SA8775P | TFLITE | 15.449 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
52
+ | Nomic-Embed-Text | SA8775P ADP | SA8775P | QNN | 12.237 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
53
+ | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 186.821 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
54
+ | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 181.79 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
55
+ | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.581 ms | 0 - 20 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
56
+ | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.065 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
57
+ | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 15.449 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
58
+ | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 12.237 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
59
+ | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.287 ms | 0 - 401 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
60
+ | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 11.382 ms | 0 - 366 MB | FP16 | NPU | Use Export Script |
61
+ | Nomic-Embed-Text | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.34 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
62
 
63
 
64
 
 
122
  Nomic-Embed-Text
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
+ Estimated inference time (ms) : 10.4
126
+ Estimated peak memory usage (MB): [0, 18]
127
  Total # Ops : 906
128
  Compute Unit(s) : NPU (906 ops)
129
  ```