Hugging Face's logo

prithivMLmods
/
Watermark-Detection-SigLIP2

Image Classification
Transformers
Safetensors
English
siglip
Image-Classification
Watermark-Detection
SigLIP2
Model card Files
xet
Community
prithivMLmods commited on
Commit
8c83ffd
·
verified ·
1 Parent(s): d53f229

Upload folder using huggingface_hub

Browse files
Files changed (20) hide show
  1. checkpoint-1424/config.json +46 -0
  2. checkpoint-1424/model.safetensors +3 -0
  3. checkpoint-1424/optimizer.pt +3 -0
  4. checkpoint-1424/preprocessor_config.json +24 -0
  5. checkpoint-1424/rng_state.pth +3 -0
  6. checkpoint-1424/scheduler.pt +3 -0
  7. checkpoint-1424/trainer_state.json +68 -0
  8. checkpoint-1424/training_args.bin +3 -0
  9. checkpoint-712/config.json +46 -0
  10. checkpoint-712/model.safetensors +3 -0
  11. checkpoint-712/optimizer.pt +3 -0
  12. checkpoint-712/preprocessor_config.json +24 -0
  13. checkpoint-712/rng_state.pth +3 -0
  14. checkpoint-712/scheduler.pt +3 -0
  15. checkpoint-712/trainer_state.json +51 -0
  16. checkpoint-712/training_args.bin +3 -0
  17. config.json +46 -0
  18. model.safetensors +3 -0
  19. preprocessor_config.json +24 -0
  20. training_args.bin +3 -0
checkpoint-1424/config.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "SiglipForImageClassification"
4
+ ],
5
+ "id2label": {
6
+ "0": "No Watermark",
7
+ "1": "Watermark"
8
+ },
9
+ "initializer_factor": 1.0,
10
+ "label2id": {
11
+ "No Watermark": 0,
12
+ "Watermark": 1
13
+ },
14
+ "model_type": "siglip",
15
+ "problem_type": "single_label_classification",
16
+ "text_config": {
17
+ "attention_dropout": 0.0,
18
+ "hidden_act": "gelu_pytorch_tanh",
19
+ "hidden_size": 768,
20
+ "intermediate_size": 3072,
21
+ "layer_norm_eps": 1e-06,
22
+ "max_position_embeddings": 64,
23
+ "model_type": "siglip_text_model",
24
+ "num_attention_heads": 12,
25
+ "num_hidden_layers": 12,
26
+ "projection_size": 768,
27
+ "torch_dtype": "float32",
28
+ "vocab_size": 256000
29
+ },
30
+ "torch_dtype": "float32",
31
+ "transformers_version": "4.50.0",
32
+ "vision_config": {
33
+ "attention_dropout": 0.0,
34
+ "hidden_act": "gelu_pytorch_tanh",
35
+ "hidden_size": 768,
36
+ "image_size": 224,
37
+ "intermediate_size": 3072,
38
+ "layer_norm_eps": 1e-06,
39
+ "model_type": "siglip_vision_model",
40
+ "num_attention_heads": 12,
41
+ "num_channels": 3,
42
+ "num_hidden_layers": 12,
43
+ "patch_size": 16,
44
+ "torch_dtype": "float32"
45
+ }
46
+ }
checkpoint-1424/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0cbfb77eb98b584a4f5d3aabe2ad6d96b546958cd2d9a0587f4c9793b4a42ff
3
+ size 371567992
checkpoint-1424/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98b3bdea4212bb9c026555624b27a947be89df39965371f306b7aae6a9400e42
3
+ size 686555770
checkpoint-1424/preprocessor_config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_convert_rgb": null,
3
+ "do_normalize": true,
4
+ "do_rescale": true,
5
+ "do_resize": true,
6
+ "image_mean": [
7
+ 0.5,
8
+ 0.5,
9
+ 0.5
10
+ ],
11
+ "image_processor_type": "SiglipImageProcessor",
12
+ "image_std": [
13
+ 0.5,
14
+ 0.5,
15
+ 0.5
16
+ ],
17
+ "processor_class": "SiglipProcessor",
18
+ "resample": 2,
19
+ "rescale_factor": 0.00392156862745098,
20
+ "size": {
21
+ "height": 224,
22
+ "width": 224
23
+ }
24
+ }
checkpoint-1424/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:13b2b1a200d366a090241026c516010359252c9ecfd83705f10861a52b5c39e9
3
+ size 14244
checkpoint-1424/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:847c98626d39d680c32b284d7139041edc61ef79d4947f1060da6b500567b4aa
3
+ size 1064
checkpoint-1424/trainer_state.json ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 1424,
3
+ "best_metric": 0.23910000920295715,
4
+ "best_model_checkpoint": "siglip2-finetune-full/checkpoint-1424",
5
+ "epoch": 2.0,
6
+ "eval_steps": 500,
7
+ "global_step": 1424,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.702247191011236,
14
+ "grad_norm": 16.442720413208008,
15
+ "learning_rate": 1.3449781659388646e-06,
16
+ "loss": 0.6162,
17
+ "step": 500
18
+ },
19
+ {
20
+ "epoch": 1.0,
21
+ "eval_accuracy": 0.9363852034091907,
22
+ "eval_loss": 0.2713288962841034,
23
+ "eval_model_preparation_time": 0.0023,
24
+ "eval_runtime": 335.7294,
25
+ "eval_samples_per_second": 67.799,
26
+ "eval_steps_per_second": 8.477,
27
+ "step": 712
28
+ },
29
+ {
30
+ "epoch": 1.404494382022472,
31
+ "grad_norm": 16.62710189819336,
32
+ "learning_rate": 6.171761280931587e-07,
33
+ "loss": 0.519,
34
+ "step": 1000
35
+ },
36
+ {
37
+ "epoch": 2.0,
38
+ "eval_accuracy": 0.9426676039012389,
39
+ "eval_loss": 0.23910000920295715,
40
+ "eval_model_preparation_time": 0.0023,
41
+ "eval_runtime": 338.2117,
42
+ "eval_samples_per_second": 67.301,
43
+ "eval_steps_per_second": 8.415,
44
+ "step": 1424
45
+ }
46
+ ],
47
+ "logging_steps": 500,
48
+ "max_steps": 1424,
49
+ "num_input_tokens_seen": 0,
50
+ "num_train_epochs": 2,
51
+ "save_steps": 500,
52
+ "stateful_callbacks": {
53
+ "TrainerControl": {
54
+ "args": {
55
+ "should_epoch_stop": false,
56
+ "should_evaluate": false,
57
+ "should_log": false,
58
+ "should_save": true,
59
+ "should_training_stop": true
60
+ },
61
+ "attributes": {}
62
+ }
63
+ },
64
+ "total_flos": 3.8128851917694075e+18,
65
+ "train_batch_size": 32,
66
+ "trial_name": null,
67
+ "trial_params": null
68
+ }
checkpoint-1424/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4138dcb234dcef0352a6fbae254152fc6e7544045ab1dbc0e451ec4366da1634
3
+ size 5304
checkpoint-712/config.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "SiglipForImageClassification"
4
+ ],
5
+ "id2label": {
6
+ "0": "No Watermark",
7
+ "1": "Watermark"
8
+ },
9
+ "initializer_factor": 1.0,
10
+ "label2id": {
11
+ "No Watermark": 0,
12
+ "Watermark": 1
13
+ },
14
+ "model_type": "siglip",
15
+ "problem_type": "single_label_classification",
16
+ "text_config": {
17
+ "attention_dropout": 0.0,
18
+ "hidden_act": "gelu_pytorch_tanh",
19
+ "hidden_size": 768,
20
+ "intermediate_size": 3072,
21
+ "layer_norm_eps": 1e-06,
22
+ "max_position_embeddings": 64,
23
+ "model_type": "siglip_text_model",
24
+ "num_attention_heads": 12,
25
+ "num_hidden_layers": 12,
26
+ "projection_size": 768,
27
+ "torch_dtype": "float32",
28
+ "vocab_size": 256000
29
+ },
30
+ "torch_dtype": "float32",
31
+ "transformers_version": "4.50.0",
32
+ "vision_config": {
33
+ "attention_dropout": 0.0,
34
+ "hidden_act": "gelu_pytorch_tanh",
35
+ "hidden_size": 768,
36
+ "image_size": 224,
37
+ "intermediate_size": 3072,
38
+ "layer_norm_eps": 1e-06,
39
+ "model_type": "siglip_vision_model",
40
+ "num_attention_heads": 12,
41
+ "num_channels": 3,
42
+ "num_hidden_layers": 12,
43
+ "patch_size": 16,
44
+ "torch_dtype": "float32"
45
+ }
46
+ }
checkpoint-712/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a16105037a34a476b3e14de7a71d6b32b2c245fd75d2508f1d1643a8c225e51a
3
+ size 371567992
checkpoint-712/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:030f6cb68782f90b3980b5f1bae5a04c03d0a2046406f369c345fd5bbec2320c
3
+ size 686555770
checkpoint-712/preprocessor_config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_convert_rgb": null,
3
+ "do_normalize": true,
4
+ "do_rescale": true,
5
+ "do_resize": true,
6
+ "image_mean": [
7
+ 0.5,
8
+ 0.5,
9
+ 0.5
10
+ ],
11
+ "image_processor_type": "SiglipImageProcessor",
12
+ "image_std": [
13
+ 0.5,
14
+ 0.5,
15
+ 0.5
16
+ ],
17
+ "processor_class": "SiglipProcessor",
18
+ "resample": 2,
19
+ "rescale_factor": 0.00392156862745098,
20
+ "size": {
21
+ "height": 224,
22
+ "width": 224
23
+ }
24
+ }
checkpoint-712/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57ca47b1e99fcaf46bc056bcb92bed3455a48faa74111373f1b003d76595409e
3
+ size 14244
checkpoint-712/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa080b4dbab1f138b2cecf9d7402c5cbaaa81390a9edbd3ef8c30ae273047153
3
+ size 1064
checkpoint-712/trainer_state.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 712,
3
+ "best_metric": 0.2713288962841034,
4
+ "best_model_checkpoint": "siglip2-finetune-full/checkpoint-712",
5
+ "epoch": 1.0,
6
+ "eval_steps": 500,
7
+ "global_step": 712,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.702247191011236,
14
+ "grad_norm": 16.442720413208008,
15
+ "learning_rate": 1.3449781659388646e-06,
16
+ "loss": 0.6162,
17
+ "step": 500
18
+ },
19
+ {
20
+ "epoch": 1.0,
21
+ "eval_accuracy": 0.9363852034091907,
22
+ "eval_loss": 0.2713288962841034,
23
+ "eval_model_preparation_time": 0.0023,
24
+ "eval_runtime": 335.7294,
25
+ "eval_samples_per_second": 67.799,
26
+ "eval_steps_per_second": 8.477,
27
+ "step": 712
28
+ }
29
+ ],
30
+ "logging_steps": 500,
31
+ "max_steps": 1424,
32
+ "num_input_tokens_seen": 0,
33
+ "num_train_epochs": 2,
34
+ "save_steps": 500,
35
+ "stateful_callbacks": {
36
+ "TrainerControl": {
37
+ "args": {
38
+ "should_epoch_stop": false,
39
+ "should_evaluate": false,
40
+ "should_log": false,
41
+ "should_save": true,
42
+ "should_training_stop": false
43
+ },
44
+ "attributes": {}
45
+ }
46
+ },
47
+ "total_flos": 1.9064425958847037e+18,
48
+ "train_batch_size": 32,
49
+ "trial_name": null,
50
+ "trial_params": null
51
+ }
checkpoint-712/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4138dcb234dcef0352a6fbae254152fc6e7544045ab1dbc0e451ec4366da1634
3
+ size 5304
config.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "SiglipForImageClassification"
4
+ ],
5
+ "id2label": {
6
+ "0": "No Watermark",
7
+ "1": "Watermark"
8
+ },
9
+ "initializer_factor": 1.0,
10
+ "label2id": {
11
+ "No Watermark": 0,
12
+ "Watermark": 1
13
+ },
14
+ "model_type": "siglip",
15
+ "problem_type": "single_label_classification",
16
+ "text_config": {
17
+ "attention_dropout": 0.0,
18
+ "hidden_act": "gelu_pytorch_tanh",
19
+ "hidden_size": 768,
20
+ "intermediate_size": 3072,
21
+ "layer_norm_eps": 1e-06,
22
+ "max_position_embeddings": 64,
23
+ "model_type": "siglip_text_model",
24
+ "num_attention_heads": 12,
25
+ "num_hidden_layers": 12,
26
+ "projection_size": 768,
27
+ "torch_dtype": "float32",
28
+ "vocab_size": 256000
29
+ },
30
+ "torch_dtype": "float32",
31
+ "transformers_version": "4.50.0",
32
+ "vision_config": {
33
+ "attention_dropout": 0.0,
34
+ "hidden_act": "gelu_pytorch_tanh",
35
+ "hidden_size": 768,
36
+ "image_size": 224,
37
+ "intermediate_size": 3072,
38
+ "layer_norm_eps": 1e-06,
39
+ "model_type": "siglip_vision_model",
40
+ "num_attention_heads": 12,
41
+ "num_channels": 3,
42
+ "num_hidden_layers": 12,
43
+ "patch_size": 16,
44
+ "torch_dtype": "float32"
45
+ }
46
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0cbfb77eb98b584a4f5d3aabe2ad6d96b546958cd2d9a0587f4c9793b4a42ff
3
+ size 371567992
preprocessor_config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_convert_rgb": null,
3
+ "do_normalize": true,
4
+ "do_rescale": true,
5
+ "do_resize": true,
6
+ "image_mean": [
7
+ 0.5,
8
+ 0.5,
9
+ 0.5
10
+ ],
11
+ "image_processor_type": "SiglipImageProcessor",
12
+ "image_std": [
13
+ 0.5,
14
+ 0.5,
15
+ 0.5
16
+ ],
17
+ "processor_class": "SiglipProcessor",
18
+ "resample": 2,
19
+ "rescale_factor": 0.00392156862745098,
20
+ "size": {
21
+ "height": 224,
22
+ "width": 224
23
+ }
24
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4138dcb234dcef0352a6fbae254152fc6e7544045ab1dbc0e451ec4366da1634
3
+ size 5304