Upload folder using huggingface_hub
Browse files- checkpoint-7998/config.json +32 -0
- checkpoint-7998/model.safetensors +3 -0
- checkpoint-7998/optimizer.pt +3 -0
- checkpoint-7998/preprocessor_config.json +22 -0
- checkpoint-7998/rng_state.pth +3 -0
- checkpoint-7998/scheduler.pt +3 -0
- checkpoint-7998/trainer_state.json +168 -0
- checkpoint-7998/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-7998/config.json
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "dima806/deepfake_vs_real_image_detection",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "Real",
|
13 |
+
"1": "Fake"
|
14 |
+
},
|
15 |
+
"image_size": 224,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"intermediate_size": 3072,
|
18 |
+
"label2id": {
|
19 |
+
"Fake": 1,
|
20 |
+
"Real": 0
|
21 |
+
},
|
22 |
+
"layer_norm_eps": 1e-12,
|
23 |
+
"model_type": "vit",
|
24 |
+
"num_attention_heads": 12,
|
25 |
+
"num_channels": 3,
|
26 |
+
"num_hidden_layers": 12,
|
27 |
+
"patch_size": 16,
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"qkv_bias": true,
|
30 |
+
"torch_dtype": "float32",
|
31 |
+
"transformers_version": "4.45.2"
|
32 |
+
}
|
checkpoint-7998/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aea2a191c0c835da20ce666c521582d1a8e9f62f0c0c2843acaeb7b7166a8e72
|
3 |
+
size 343223968
|
checkpoint-7998/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e82eb4b63699037cd3bc1dd397cf2b60f8ba7dc07656da05ecfbc0728a331a28
|
3 |
+
size 686568890
|
checkpoint-7998/preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
checkpoint-7998/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20bae3f2bc4aa6fb562ff7618eb05f3142a2ad0c068643ba295141ed61f83604
|
3 |
+
size 14244
|
checkpoint-7998/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f055a8f548ddd7c7aee91deb4607debd6093552dd7605ae7bd42f517dee034df
|
3 |
+
size 1064
|
checkpoint-7998/trainer_state.json
ADDED
@@ -0,0 +1,168 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.2657858431339264,
|
3 |
+
"best_model_checkpoint": "deepfake_vs_real_image_detection/checkpoint-7998",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 7998,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.18754688672168043,
|
13 |
+
"grad_norm": 3.8869080543518066,
|
14 |
+
"learning_rate": 9.43381982888777e-07,
|
15 |
+
"loss": 0.9437,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.37509377344336087,
|
20 |
+
"grad_norm": 5.849929332733154,
|
21 |
+
"learning_rate": 8.804730749874182e-07,
|
22 |
+
"loss": 0.5025,
|
23 |
+
"step": 1000
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.5626406601650412,
|
27 |
+
"grad_norm": 10.627140045166016,
|
28 |
+
"learning_rate": 8.175641670860593e-07,
|
29 |
+
"loss": 0.4137,
|
30 |
+
"step": 1500
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.7501875468867217,
|
34 |
+
"grad_norm": 6.05531644821167,
|
35 |
+
"learning_rate": 7.546552591847005e-07,
|
36 |
+
"loss": 0.3563,
|
37 |
+
"step": 2000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.9377344336084021,
|
41 |
+
"grad_norm": 7.301521301269531,
|
42 |
+
"learning_rate": 6.917463512833417e-07,
|
43 |
+
"loss": 0.3179,
|
44 |
+
"step": 2500
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 1.0,
|
48 |
+
"eval_accuracy": 0.8625868284533544,
|
49 |
+
"eval_loss": 0.3228318393230438,
|
50 |
+
"eval_model_preparation_time": 0.0055,
|
51 |
+
"eval_runtime": 634.6946,
|
52 |
+
"eval_samples_per_second": 89.594,
|
53 |
+
"eval_steps_per_second": 11.201,
|
54 |
+
"step": 2666
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 1.1252813203300824,
|
58 |
+
"grad_norm": 7.1418375968933105,
|
59 |
+
"learning_rate": 6.288374433819828e-07,
|
60 |
+
"loss": 0.2951,
|
61 |
+
"step": 3000
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"epoch": 1.312828207051763,
|
65 |
+
"grad_norm": 12.518142700195312,
|
66 |
+
"learning_rate": 5.65928535480624e-07,
|
67 |
+
"loss": 0.2749,
|
68 |
+
"step": 3500
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.5003750937734432,
|
72 |
+
"grad_norm": 7.537821292877197,
|
73 |
+
"learning_rate": 5.030196275792652e-07,
|
74 |
+
"loss": 0.2542,
|
75 |
+
"step": 4000
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 1.6879219804951238,
|
79 |
+
"grad_norm": 8.785564422607422,
|
80 |
+
"learning_rate": 4.4011071967790636e-07,
|
81 |
+
"loss": 0.2496,
|
82 |
+
"step": 4500
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 1.8754688672168043,
|
86 |
+
"grad_norm": 8.230996131896973,
|
87 |
+
"learning_rate": 3.7720181177654754e-07,
|
88 |
+
"loss": 0.2347,
|
89 |
+
"step": 5000
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 2.0,
|
93 |
+
"eval_accuracy": 0.8783962015299394,
|
94 |
+
"eval_loss": 0.28315049409866333,
|
95 |
+
"eval_model_preparation_time": 0.0055,
|
96 |
+
"eval_runtime": 618.5578,
|
97 |
+
"eval_samples_per_second": 91.932,
|
98 |
+
"eval_steps_per_second": 11.493,
|
99 |
+
"step": 5332
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 2.0630157539384846,
|
103 |
+
"grad_norm": 8.427594184875488,
|
104 |
+
"learning_rate": 3.142929038751887e-07,
|
105 |
+
"loss": 0.2317,
|
106 |
+
"step": 5500
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 2.250562640660165,
|
110 |
+
"grad_norm": 7.748924732208252,
|
111 |
+
"learning_rate": 2.5138399597382987e-07,
|
112 |
+
"loss": 0.2347,
|
113 |
+
"step": 6000
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 2.4381095273818456,
|
117 |
+
"grad_norm": 8.576868057250977,
|
118 |
+
"learning_rate": 1.8847508807247105e-07,
|
119 |
+
"loss": 0.2228,
|
120 |
+
"step": 6500
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 2.625656414103526,
|
124 |
+
"grad_norm": 6.261688709259033,
|
125 |
+
"learning_rate": 1.2556618017111224e-07,
|
126 |
+
"loss": 0.2153,
|
127 |
+
"step": 7000
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 2.813203300825206,
|
131 |
+
"grad_norm": 10.823939323425293,
|
132 |
+
"learning_rate": 6.26572722697534e-08,
|
133 |
+
"loss": 0.2143,
|
134 |
+
"step": 7500
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 3.0,
|
138 |
+
"eval_accuracy": 0.8868196605996659,
|
139 |
+
"eval_loss": 0.2657858431339264,
|
140 |
+
"eval_model_preparation_time": 0.0055,
|
141 |
+
"eval_runtime": 609.2124,
|
142 |
+
"eval_samples_per_second": 93.342,
|
143 |
+
"eval_steps_per_second": 11.669,
|
144 |
+
"step": 7998
|
145 |
+
}
|
146 |
+
],
|
147 |
+
"logging_steps": 500,
|
148 |
+
"max_steps": 7998,
|
149 |
+
"num_input_tokens_seen": 0,
|
150 |
+
"num_train_epochs": 3,
|
151 |
+
"save_steps": 500,
|
152 |
+
"stateful_callbacks": {
|
153 |
+
"TrainerControl": {
|
154 |
+
"args": {
|
155 |
+
"should_epoch_stop": false,
|
156 |
+
"should_evaluate": false,
|
157 |
+
"should_log": false,
|
158 |
+
"should_save": true,
|
159 |
+
"should_training_stop": true
|
160 |
+
},
|
161 |
+
"attributes": {}
|
162 |
+
}
|
163 |
+
},
|
164 |
+
"total_flos": 1.982950271446756e+19,
|
165 |
+
"train_batch_size": 32,
|
166 |
+
"trial_name": null,
|
167 |
+
"trial_params": null
|
168 |
+
}
|
checkpoint-7998/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:be28f94bda083846811f1ec60f1f7943d3113cc3593577a5b73f47357e488f5d
|
3 |
+
size 5176
|
config.json
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "dima806/deepfake_vs_real_image_detection",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "Real",
|
13 |
+
"1": "Fake"
|
14 |
+
},
|
15 |
+
"image_size": 224,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"intermediate_size": 3072,
|
18 |
+
"label2id": {
|
19 |
+
"Fake": 1,
|
20 |
+
"Real": 0
|
21 |
+
},
|
22 |
+
"layer_norm_eps": 1e-12,
|
23 |
+
"model_type": "vit",
|
24 |
+
"num_attention_heads": 12,
|
25 |
+
"num_channels": 3,
|
26 |
+
"num_hidden_layers": 12,
|
27 |
+
"patch_size": 16,
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"qkv_bias": true,
|
30 |
+
"torch_dtype": "float32",
|
31 |
+
"transformers_version": "4.45.2"
|
32 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aea2a191c0c835da20ce666c521582d1a8e9f62f0c0c2843acaeb7b7166a8e72
|
3 |
+
size 343223968
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:be28f94bda083846811f1ec60f1f7943d3113cc3593577a5b73f47357e488f5d
|
3 |
+
size 5176
|