Upload folder using huggingface_hub
Browse files- README.md +31 -0
- checkpoint-18/config.json +64 -0
- checkpoint-18/model.safetensors +3 -0
- checkpoint-18/optimizer.pt +3 -0
- checkpoint-18/rng_state.pth +3 -0
- checkpoint-18/scheduler.pt +3 -0
- checkpoint-18/trainer_state.json +194 -0
- checkpoint-18/training_args.bin +3 -0
- config.json +64 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/Sep09_07-29-40_r-franibm-fraud-detection-4vdek1u4-c8466-vymxo/events.out.tfevents.1725866984.r-franibm-fraud-detection-4vdek1u4-c8466-vymxo.146.0 +2 -2
- runs/Sep09_07-29-40_r-franibm-fraud-detection-4vdek1u4-c8466-vymxo/events.out.tfevents.1725867265.r-franibm-fraud-detection-4vdek1u4-c8466-vymxo.146.1 +3 -0
- training_args.bin +3 -0
- training_params.json +29 -0
README.md
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- autotrain
|
5 |
+
- image-classification
|
6 |
+
base_model: Organika/sdxl-detector
|
7 |
+
widget:
|
8 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
|
9 |
+
example_title: Tiger
|
10 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
|
11 |
+
example_title: Teapot
|
12 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
|
13 |
+
example_title: Palace
|
14 |
+
---
|
15 |
+
|
16 |
+
# Model Trained Using AutoTrain
|
17 |
+
|
18 |
+
- Problem type: Image Classification
|
19 |
+
|
20 |
+
## Validation Metrics
|
21 |
+
loss: 0.2632964849472046
|
22 |
+
|
23 |
+
f1: 0.9655172413793104
|
24 |
+
|
25 |
+
precision: 1.0
|
26 |
+
|
27 |
+
recall: 0.9333333333333333
|
28 |
+
|
29 |
+
auc: 0.9866666666666667
|
30 |
+
|
31 |
+
accuracy: 0.9666666666666667
|
checkpoint-18/config.json
ADDED
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Organika/sdxl-detector",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"SwinForImageClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.0,
|
8 |
+
"depths": [
|
9 |
+
2,
|
10 |
+
2,
|
11 |
+
18,
|
12 |
+
2
|
13 |
+
],
|
14 |
+
"drop_path_rate": 0.1,
|
15 |
+
"embed_dim": 128,
|
16 |
+
"encoder_stride": 32,
|
17 |
+
"hidden_act": "gelu",
|
18 |
+
"hidden_dropout_prob": 0.0,
|
19 |
+
"hidden_size": 1024,
|
20 |
+
"id2label": {
|
21 |
+
"0": "manipulated-Images",
|
22 |
+
"1": "non-manipulated-Images"
|
23 |
+
},
|
24 |
+
"image_size": 224,
|
25 |
+
"initializer_range": 0.02,
|
26 |
+
"label2id": {
|
27 |
+
"manipulated-Images": 0,
|
28 |
+
"non-manipulated-Images": 1
|
29 |
+
},
|
30 |
+
"layer_norm_eps": 1e-05,
|
31 |
+
"max_length": 128,
|
32 |
+
"mlp_ratio": 4.0,
|
33 |
+
"model_type": "swin",
|
34 |
+
"num_channels": 3,
|
35 |
+
"num_heads": [
|
36 |
+
4,
|
37 |
+
8,
|
38 |
+
16,
|
39 |
+
32
|
40 |
+
],
|
41 |
+
"num_layers": 4,
|
42 |
+
"out_features": [
|
43 |
+
"stage4"
|
44 |
+
],
|
45 |
+
"out_indices": [
|
46 |
+
4
|
47 |
+
],
|
48 |
+
"padding": "max_length",
|
49 |
+
"patch_size": 4,
|
50 |
+
"path_norm": true,
|
51 |
+
"problem_type": "single_label_classification",
|
52 |
+
"qkv_bias": true,
|
53 |
+
"stage_names": [
|
54 |
+
"stem",
|
55 |
+
"stage1",
|
56 |
+
"stage2",
|
57 |
+
"stage3",
|
58 |
+
"stage4"
|
59 |
+
],
|
60 |
+
"torch_dtype": "float32",
|
61 |
+
"transformers_version": "4.44.2",
|
62 |
+
"use_absolute_embeddings": false,
|
63 |
+
"window_size": 7
|
64 |
+
}
|
checkpoint-18/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2536e96ee9b0571645bbc1af6bf0cd64e2e1df4cec1fc346c9ac817daaef03ad
|
3 |
+
size 347498816
|
checkpoint-18/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:42de37e3d94d4e69948d93bc5efe1587d654a81a433ee2bb36e18705440ac258
|
3 |
+
size 694305741
|
checkpoint-18/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1d88128180060408f5c5227c971931a5461d1c62bf0d020aca0a58f675285db3
|
3 |
+
size 13990
|
checkpoint-18/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d0629355acb3346c7ab6602b74b10b2b769270cc4a37bc58ea47a3612e4b6122
|
3 |
+
size 1064
|
checkpoint-18/trainer_state.json
ADDED
@@ -0,0 +1,194 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.2632964849472046,
|
3 |
+
"best_model_checkpoint": "autotrain-Chiara2/checkpoint-18",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 18,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.1111111111111111,
|
13 |
+
"grad_norm": 364.52386474609375,
|
14 |
+
"learning_rate": 0.00016666666666666666,
|
15 |
+
"loss": 6.9638,
|
16 |
+
"step": 1
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.2222222222222222,
|
20 |
+
"grad_norm": 246.92811584472656,
|
21 |
+
"learning_rate": 0.0003333333333333333,
|
22 |
+
"loss": 4.562,
|
23 |
+
"step": 2
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.3333333333333333,
|
27 |
+
"grad_norm": 59.629798889160156,
|
28 |
+
"learning_rate": 0.0005,
|
29 |
+
"loss": 2.5174,
|
30 |
+
"step": 3
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.4444444444444444,
|
34 |
+
"grad_norm": 20.26913070678711,
|
35 |
+
"learning_rate": 0.0004791666666666667,
|
36 |
+
"loss": 0.8195,
|
37 |
+
"step": 4
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.5555555555555556,
|
41 |
+
"grad_norm": 14.140233993530273,
|
42 |
+
"learning_rate": 0.0004583333333333333,
|
43 |
+
"loss": 1.2522,
|
44 |
+
"step": 5
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.6666666666666666,
|
48 |
+
"grad_norm": 14.12821102142334,
|
49 |
+
"learning_rate": 0.0004375,
|
50 |
+
"loss": 1.3973,
|
51 |
+
"step": 6
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.7777777777777778,
|
55 |
+
"grad_norm": 10.597712516784668,
|
56 |
+
"learning_rate": 0.0004166666666666667,
|
57 |
+
"loss": 1.1615,
|
58 |
+
"step": 7
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.8888888888888888,
|
62 |
+
"grad_norm": 1.9146018028259277,
|
63 |
+
"learning_rate": 0.0003958333333333333,
|
64 |
+
"loss": 0.6808,
|
65 |
+
"step": 8
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 1.0,
|
69 |
+
"grad_norm": 0.8343021273612976,
|
70 |
+
"learning_rate": 0.000375,
|
71 |
+
"loss": 0.6365,
|
72 |
+
"step": 9
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 1.0,
|
76 |
+
"eval_accuracy": 0.5,
|
77 |
+
"eval_auc": 0.9822222222222223,
|
78 |
+
"eval_f1": 0.6666666666666666,
|
79 |
+
"eval_loss": 0.7654130458831787,
|
80 |
+
"eval_precision": 0.5,
|
81 |
+
"eval_recall": 1.0,
|
82 |
+
"eval_runtime": 11.1692,
|
83 |
+
"eval_samples_per_second": 2.686,
|
84 |
+
"eval_steps_per_second": 0.179,
|
85 |
+
"step": 9
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 1.1111111111111112,
|
89 |
+
"grad_norm": 2.730844020843506,
|
90 |
+
"learning_rate": 0.0003541666666666667,
|
91 |
+
"loss": 0.7581,
|
92 |
+
"step": 10
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.2222222222222223,
|
96 |
+
"grad_norm": 3.2819716930389404,
|
97 |
+
"learning_rate": 0.0003333333333333333,
|
98 |
+
"loss": 0.6775,
|
99 |
+
"step": 11
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 1.3333333333333333,
|
103 |
+
"grad_norm": 1.4362558126449585,
|
104 |
+
"learning_rate": 0.0003125,
|
105 |
+
"loss": 0.65,
|
106 |
+
"step": 12
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 1.4444444444444444,
|
110 |
+
"grad_norm": 2.433623790740967,
|
111 |
+
"learning_rate": 0.0002916666666666667,
|
112 |
+
"loss": 0.6205,
|
113 |
+
"step": 13
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 1.5555555555555556,
|
117 |
+
"grad_norm": 2.65726637840271,
|
118 |
+
"learning_rate": 0.0002708333333333333,
|
119 |
+
"loss": 0.6386,
|
120 |
+
"step": 14
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 1.6666666666666665,
|
124 |
+
"grad_norm": 5.401534557342529,
|
125 |
+
"learning_rate": 0.00025,
|
126 |
+
"loss": 0.7259,
|
127 |
+
"step": 15
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.7777777777777777,
|
131 |
+
"grad_norm": 2.8221542835235596,
|
132 |
+
"learning_rate": 0.00022916666666666666,
|
133 |
+
"loss": 0.4751,
|
134 |
+
"step": 16
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.8888888888888888,
|
138 |
+
"grad_norm": 4.188050270080566,
|
139 |
+
"learning_rate": 0.00020833333333333335,
|
140 |
+
"loss": 0.7153,
|
141 |
+
"step": 17
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 2.0,
|
145 |
+
"grad_norm": 6.374919891357422,
|
146 |
+
"learning_rate": 0.0001875,
|
147 |
+
"loss": 0.5568,
|
148 |
+
"step": 18
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 2.0,
|
152 |
+
"eval_accuracy": 0.9666666666666667,
|
153 |
+
"eval_auc": 0.9866666666666667,
|
154 |
+
"eval_f1": 0.9655172413793104,
|
155 |
+
"eval_loss": 0.2632964849472046,
|
156 |
+
"eval_precision": 1.0,
|
157 |
+
"eval_recall": 0.9333333333333333,
|
158 |
+
"eval_runtime": 10.6144,
|
159 |
+
"eval_samples_per_second": 2.826,
|
160 |
+
"eval_steps_per_second": 0.188,
|
161 |
+
"step": 18
|
162 |
+
}
|
163 |
+
],
|
164 |
+
"logging_steps": 1,
|
165 |
+
"max_steps": 27,
|
166 |
+
"num_input_tokens_seen": 0,
|
167 |
+
"num_train_epochs": 3,
|
168 |
+
"save_steps": 500,
|
169 |
+
"stateful_callbacks": {
|
170 |
+
"EarlyStoppingCallback": {
|
171 |
+
"args": {
|
172 |
+
"early_stopping_patience": 5,
|
173 |
+
"early_stopping_threshold": 0.01
|
174 |
+
},
|
175 |
+
"attributes": {
|
176 |
+
"early_stopping_patience_counter": 0
|
177 |
+
}
|
178 |
+
},
|
179 |
+
"TrainerControl": {
|
180 |
+
"args": {
|
181 |
+
"should_epoch_stop": false,
|
182 |
+
"should_evaluate": false,
|
183 |
+
"should_log": false,
|
184 |
+
"should_save": true,
|
185 |
+
"should_training_stop": false
|
186 |
+
},
|
187 |
+
"attributes": {}
|
188 |
+
}
|
189 |
+
},
|
190 |
+
"total_flos": 1.096837778792448e+16,
|
191 |
+
"train_batch_size": 8,
|
192 |
+
"trial_name": null,
|
193 |
+
"trial_params": null
|
194 |
+
}
|
checkpoint-18/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2be25b38b707148b6d62ff0db410629ff1b803e3081e058131bed06097508989
|
3 |
+
size 5240
|
config.json
ADDED
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Organika/sdxl-detector",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"SwinForImageClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.0,
|
8 |
+
"depths": [
|
9 |
+
2,
|
10 |
+
2,
|
11 |
+
18,
|
12 |
+
2
|
13 |
+
],
|
14 |
+
"drop_path_rate": 0.1,
|
15 |
+
"embed_dim": 128,
|
16 |
+
"encoder_stride": 32,
|
17 |
+
"hidden_act": "gelu",
|
18 |
+
"hidden_dropout_prob": 0.0,
|
19 |
+
"hidden_size": 1024,
|
20 |
+
"id2label": {
|
21 |
+
"0": "manipulated-Images",
|
22 |
+
"1": "non-manipulated-Images"
|
23 |
+
},
|
24 |
+
"image_size": 224,
|
25 |
+
"initializer_range": 0.02,
|
26 |
+
"label2id": {
|
27 |
+
"manipulated-Images": 0,
|
28 |
+
"non-manipulated-Images": 1
|
29 |
+
},
|
30 |
+
"layer_norm_eps": 1e-05,
|
31 |
+
"max_length": 128,
|
32 |
+
"mlp_ratio": 4.0,
|
33 |
+
"model_type": "swin",
|
34 |
+
"num_channels": 3,
|
35 |
+
"num_heads": [
|
36 |
+
4,
|
37 |
+
8,
|
38 |
+
16,
|
39 |
+
32
|
40 |
+
],
|
41 |
+
"num_layers": 4,
|
42 |
+
"out_features": [
|
43 |
+
"stage4"
|
44 |
+
],
|
45 |
+
"out_indices": [
|
46 |
+
4
|
47 |
+
],
|
48 |
+
"padding": "max_length",
|
49 |
+
"patch_size": 4,
|
50 |
+
"path_norm": true,
|
51 |
+
"problem_type": "single_label_classification",
|
52 |
+
"qkv_bias": true,
|
53 |
+
"stage_names": [
|
54 |
+
"stem",
|
55 |
+
"stage1",
|
56 |
+
"stage2",
|
57 |
+
"stage3",
|
58 |
+
"stage4"
|
59 |
+
],
|
60 |
+
"torch_dtype": "float32",
|
61 |
+
"transformers_version": "4.44.2",
|
62 |
+
"use_absolute_embeddings": false,
|
63 |
+
"window_size": 7
|
64 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2536e96ee9b0571645bbc1af6bf0cd64e2e1df4cec1fc346c9ac817daaef03ad
|
3 |
+
size 347498816
|
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 |
+
0.485,
|
7 |
+
0.456,
|
8 |
+
0.406
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.229,
|
13 |
+
0.224,
|
14 |
+
0.225
|
15 |
+
],
|
16 |
+
"resample": 3,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
runs/Sep09_07-29-40_r-franibm-fraud-detection-4vdek1u4-c8466-vymxo/events.out.tfevents.1725866984.r-franibm-fraud-detection-4vdek1u4-c8466-vymxo.146.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce934dde4a85176c03a06762fa87ddbc78f7f0b24335013a6bbc605801387a6c
|
3 |
+
size 12931
|
runs/Sep09_07-29-40_r-franibm-fraud-detection-4vdek1u4-c8466-vymxo/events.out.tfevents.1725867265.r-franibm-fraud-detection-4vdek1u4-c8466-vymxo.146.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dc63d4c21db5165e4a0cefb3d9dc6cda5855fe0da885752119461aa1dad37fb2
|
3 |
+
size 597
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2be25b38b707148b6d62ff0db410629ff1b803e3081e058131bed06097508989
|
3 |
+
size 5240
|
training_params.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-Chiara2/autotrain-data",
|
3 |
+
"model": "Organika/sdxl-detector",
|
4 |
+
"username": "franibm",
|
5 |
+
"lr": 0.0005,
|
6 |
+
"epochs": 3,
|
7 |
+
"batch_size": 8,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "linear",
|
12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"logging_steps": -1,
|
18 |
+
"project_name": "autotrain-Chiara2",
|
19 |
+
"auto_find_batch_size": false,
|
20 |
+
"mixed_precision": "fp16",
|
21 |
+
"save_total_limit": 1,
|
22 |
+
"push_to_hub": true,
|
23 |
+
"eval_strategy": "epoch",
|
24 |
+
"image_column": "autotrain_image",
|
25 |
+
"target_column": "autotrain_label",
|
26 |
+
"log": "tensorboard",
|
27 |
+
"early_stopping_patience": 5,
|
28 |
+
"early_stopping_threshold": 0.01
|
29 |
+
}
|