Instructions to use Library-Mutsumi/siglip_onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Library-Mutsumi/siglip_onnx with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="Library-Mutsumi/siglip_onnx")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Library-Mutsumi/siglip_onnx", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Migrasi final otomatis
Browse files- .gitattributes +1 -0
- README.md +38 -0
- google/siglip-base-patch16-224/image_encode.onnx +3 -0
- google/siglip-base-patch16-224/meta.json +16 -0
- google/siglip-base-patch16-224/preprocessor.json +30 -0
- google/siglip-base-patch16-224/text_encode.onnx +3 -0
- google/siglip-base-patch16-224/tokenizer.json +0 -0
- google/siglip-base-patch16-256-multilingual/image_encode.onnx +3 -0
- google/siglip-base-patch16-256-multilingual/meta.json +16 -0
- google/siglip-base-patch16-256-multilingual/preprocessor.json +30 -0
- google/siglip-base-patch16-256-multilingual/text_encode.onnx +3 -0
- google/siglip-base-patch16-256-multilingual/tokenizer.json +3 -0
- google/siglip-base-patch16-256/image_encode.onnx +3 -0
- google/siglip-base-patch16-256/meta.json +16 -0
- google/siglip-base-patch16-256/preprocessor.json +30 -0
- google/siglip-base-patch16-256/text_encode.onnx +3 -0
- google/siglip-base-patch16-256/tokenizer.json +0 -0
- google/siglip-base-patch16-384/image_encode.onnx +3 -0
- google/siglip-base-patch16-384/meta.json +16 -0
- google/siglip-base-patch16-384/preprocessor.json +30 -0
- google/siglip-base-patch16-384/text_encode.onnx +3 -0
- google/siglip-base-patch16-384/tokenizer.json +0 -0
- google/siglip-base-patch16-512/image_encode.onnx +3 -0
- google/siglip-base-patch16-512/meta.json +16 -0
- google/siglip-base-patch16-512/preprocessor.json +30 -0
- google/siglip-base-patch16-512/text_encode.onnx +3 -0
- google/siglip-base-patch16-512/tokenizer.json +0 -0
- google/siglip-large-patch16-256/image_encode.onnx +3 -0
- google/siglip-large-patch16-256/meta.json +16 -0
- google/siglip-large-patch16-256/preprocessor.json +30 -0
- google/siglip-large-patch16-256/text_encode.onnx +3 -0
- google/siglip-large-patch16-256/tokenizer.json +0 -0
- google/siglip-large-patch16-384/image_encode.onnx +3 -0
- google/siglip-large-patch16-384/meta.json +16 -0
- google/siglip-large-patch16-384/preprocessor.json +30 -0
- google/siglip-large-patch16-384/text_encode.onnx +3 -0
- google/siglip-large-patch16-384/tokenizer.json +0 -0
- google/siglip-so400m-patch14-384/image_encode.onnx +3 -0
- google/siglip-so400m-patch14-384/meta.json +16 -0
- google/siglip-so400m-patch14-384/preprocessor.json +30 -0
- google/siglip-so400m-patch14-384/text_encode.onnx +3 -0
- google/siglip-so400m-patch14-384/tokenizer.json +0 -0
- models.parquet +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* 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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*.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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google/siglip-base-patch16-256-multilingual/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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| 2 |
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pipeline_tag: zero-shot-classification
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base_model:
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- google/siglip-base-patch16-224
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- google/siglip-base-patch16-256
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- google/siglip-base-patch16-256-multilingual
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- google/siglip-base-patch16-384
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- google/siglip-base-patch16-512
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- google/siglip-large-patch16-256
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- google/siglip-large-patch16-384
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- google/siglip-so400m-patch14-384
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language:
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- en
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tags:
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- transformers
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- siglip
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- image
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- dghs-realutils
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library_name: dghs-realutils
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---
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ONNX exported version of SigLIP models.
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# Models
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8 models exported in total.
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| Name | Image (Params/FLOPS) | Image Size | Image Width (Enc/Emb) | Text (Params/FLOPS) | Text Width (Enc/Emb) | Created At |
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| 29 |
+
|:------------------------------------------------------------------------------------------------------------------|:-----------------------|-------------:|:------------------------|:----------------------|:-----------------------|:-------------|
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| 30 |
+
| [google/siglip-so400m-patch14-384](https://huggingface.co/google/siglip-so400m-patch14-384) | 422.1M / 300.4G | 384 | 1152 / 1152 | 412.8M / 52.7G | 1152 / 1152 | 2024-01-08 |
|
| 31 |
+
| [google/siglip-base-patch16-256-multilingual](https://huggingface.co/google/siglip-base-patch16-256-multilingual) | 90.4M / 21.9G | 256 | 768 / 768 | 85.6M / 10.9G | 768 / 768 | 2024-01-08 |
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| 32 |
+
| [google/siglip-large-patch16-384](https://huggingface.co/google/siglip-large-patch16-384) | 311.5M / 174.5G | 384 | 1024 / 1024 | 303.4M / 38.7G | 1024 / 1024 | 2024-01-08 |
|
| 33 |
+
| [google/siglip-large-patch16-256](https://huggingface.co/google/siglip-large-patch16-256) | 311.5M / 77.6G | 256 | 1024 / 1024 | 303.4M / 38.7G | 1024 / 1024 | 2024-01-08 |
|
| 34 |
+
| [google/siglip-base-patch16-512](https://huggingface.co/google/siglip-base-patch16-512) | 90.4M / 87.7G | 512 | 768 / 768 | 85.6M / 10.9G | 768 / 768 | 2024-01-08 |
|
| 35 |
+
| [google/siglip-base-patch16-384](https://huggingface.co/google/siglip-base-patch16-384) | 90.4M / 49.3G | 384 | 768 / 768 | 85.6M / 10.9G | 768 / 768 | 2024-01-08 |
|
| 36 |
+
| [google/siglip-base-patch16-256](https://huggingface.co/google/siglip-base-patch16-256) | 90.4M / 21.9G | 256 | 768 / 768 | 85.6M / 10.9G | 768 / 768 | 2024-01-08 |
|
| 37 |
+
| [google/siglip-base-patch16-224](https://huggingface.co/google/siglip-base-patch16-224) | 90.4M / 16.8G | 224 | 768 / 768 | 85.6M / 10.9G | 768 / 768 | 2023-10-01 |
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| 38 |
+
|
google/siglip-base-patch16-224/image_encode.onnx
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version https://git-lfs.github.com/spec/v1
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size 371816736
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google/siglip-base-patch16-224/meta.json
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{
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"image_flops": 16782572544.0,
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google/siglip-base-patch16-224/preprocessor.json
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{
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"interpolation": "bicubic",
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"size": [
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224,
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"type": "resize"
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"type": "to_tensor"
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|
| 30 |
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google/siglip-base-patch16-224/text_encode.onnx
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google/siglip-base-patch16-224/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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google/siglip-base-patch16-256-multilingual/image_encode.onnx
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google/siglip-base-patch16-256-multilingual/meta.json
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{
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"image_size": 256,
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"logit_bias": -12.885268211364746,
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"logit_scale": 4.709494113922119,
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"name": "siglip-base-patch16-256-multilingual",
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|
| 11 |
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"repo_id": "google/siglip-base-patch16-256-multilingual",
|
| 12 |
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|
| 13 |
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|
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|
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|
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google/siglip-base-patch16-256-multilingual/preprocessor.json
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{
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"stages": [
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"interpolation": "bicubic",
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"max_size": null,
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"size": [
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256,
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"type": "resize"
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"type": "to_tensor"
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"mean": [
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0.5,
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0.5,
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| 20 |
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| 21 |
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"std": [
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| 23 |
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|
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|
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| 27 |
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"type": "normalize"
|
| 28 |
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}
|
| 29 |
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]
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| 30 |
+
}
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google/siglip-base-patch16-256-multilingual/text_encode.onnx
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version https://git-lfs.github.com/spec/v1
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size 1111104692
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google/siglip-base-patch16-256-multilingual/tokenizer.json
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google/siglip-base-patch16-256/image_encode.onnx
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google/siglip-base-patch16-256/meta.json
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{
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"name": "siglip-base-patch16-256",
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| 10 |
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"repo_created_at": 1704716861.0,
|
| 11 |
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"repo_id": "google/siglip-base-patch16-256",
|
| 12 |
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"text_embedding_width": 768,
|
| 13 |
+
"text_encoding_width": 768,
|
| 14 |
+
"text_flops": 10882646016.0,
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| 15 |
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"text_params": 85646592.0
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}
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google/siglip-base-patch16-256/preprocessor.json
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{
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"stages": [
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{
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"antialias": true,
|
| 5 |
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"interpolation": "bicubic",
|
| 6 |
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"max_size": null,
|
| 7 |
+
"size": [
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256,
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| 9 |
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256
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],
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| 11 |
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"type": "resize"
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},
|
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{
|
| 14 |
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"type": "to_tensor"
|
| 15 |
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google/siglip-base-patch16-256/text_encode.onnx
ADDED
|
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google/siglip-base-patch16-384/image_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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google/siglip-base-patch16-384/meta.json
ADDED
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google/siglip-base-patch16-384/preprocessor.json
ADDED
|
@@ -0,0 +1,30 @@
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| 10 |
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| 11 |
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|
| 12 |
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| 13 |
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| 14 |
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|
| 15 |
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| 27 |
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|
| 28 |
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| 29 |
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| 30 |
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|
google/siglip-base-patch16-384/text_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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google/siglip-base-patch16-384/tokenizer.json
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The diff for this file is too large to render.
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google/siglip-base-patch16-512/image_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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google/siglip-base-patch16-512/meta.json
ADDED
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|
google/siglip-base-patch16-512/preprocessor.json
ADDED
|
@@ -0,0 +1,30 @@
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| 12 |
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| 28 |
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|
| 30 |
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|
google/siglip-base-patch16-512/text_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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ADDED
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The diff for this file is too large to render.
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google/siglip-large-patch16-256/image_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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google/siglip-large-patch16-256/meta.json
ADDED
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google/siglip-large-patch16-256/preprocessor.json
ADDED
|
@@ -0,0 +1,30 @@
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| 12 |
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| 28 |
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| 29 |
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|
| 30 |
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|
google/siglip-large-patch16-256/text_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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google/siglip-large-patch16-256/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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|
|
google/siglip-large-patch16-384/image_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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google/siglip-large-patch16-384/meta.json
ADDED
|
@@ -0,0 +1,16 @@
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| 14 |
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|
| 16 |
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|
google/siglip-large-patch16-384/preprocessor.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
| 1 |
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{
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{
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|
| 5 |
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| 6 |
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"max_size": null,
|
| 7 |
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"size": [
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| 8 |
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384,
|
| 9 |
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384
|
| 10 |
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|
| 11 |
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"type": "resize"
|
| 12 |
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| 13 |
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{
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| 14 |
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"type": "to_tensor"
|
| 15 |
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},
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| 16 |
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{
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| 17 |
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|
| 18 |
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0.5,
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| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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|
| 27 |
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"type": "normalize"
|
| 28 |
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}
|
| 29 |
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]
|
| 30 |
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}
|
google/siglip-large-patch16-384/text_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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version https://git-lfs.github.com/spec/v1
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google/siglip-large-patch16-384/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
google/siglip-so400m-patch14-384/image_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
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version https://git-lfs.github.com/spec/v1
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google/siglip-so400m-patch14-384/meta.json
ADDED
|
@@ -0,0 +1,16 @@
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|
| 7 |
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"logit_bias": -16.54642105102539,
|
| 8 |
+
"logit_scale": 4.721466541290283,
|
| 9 |
+
"name": "siglip-so400m-patch14-384",
|
| 10 |
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"repo_created_at": 1704721112.0,
|
| 11 |
+
"repo_id": "google/siglip-so400m-patch14-384",
|
| 12 |
+
"text_embedding_width": 1152,
|
| 13 |
+
"text_encoding_width": 1152,
|
| 14 |
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"text_flops": 52652113920.0,
|
| 15 |
+
"text_params": 412797168.0
|
| 16 |
+
}
|
google/siglip-so400m-patch14-384/preprocessor.json
ADDED
|
@@ -0,0 +1,30 @@
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|
| 1 |
+
{
|
| 2 |
+
"stages": [
|
| 3 |
+
{
|
| 4 |
+
"antialias": true,
|
| 5 |
+
"interpolation": "bicubic",
|
| 6 |
+
"max_size": null,
|
| 7 |
+
"size": [
|
| 8 |
+
384,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"type": "resize"
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"type": "to_tensor"
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"mean": [
|
| 18 |
+
0.5,
|
| 19 |
+
0.5,
|
| 20 |
+
0.5
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
0.5,
|
| 24 |
+
0.5,
|
| 25 |
+
0.5
|
| 26 |
+
],
|
| 27 |
+
"type": "normalize"
|
| 28 |
+
}
|
| 29 |
+
]
|
| 30 |
+
}
|
google/siglip-so400m-patch14-384/text_encode.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:4d22547de6cdd3f9da9295919ebe5b08f988c06cad310989ee53cc7db503f442
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| 3 |
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size 1799656647
|
google/siglip-so400m-patch14-384/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
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|
models.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:224d3c5f84b55d25b233817d6d3faa50395b43e5a37ab1b45d6e6d91ccec97f8
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size 9512
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