strilian commited on
Commit
12b680e
1 Parent(s): 60c442e

Model save

Browse files
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/vit-base-patch16-224
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: vit-base-oxford-iiit-pets
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # vit-base-oxford-iiit-pets
17
+
18
+ This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.4458
21
+ - Accuracy: 0.9039
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 0.0003
41
+ - train_batch_size: 16
42
+ - eval_batch_size: 8
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 5
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 0.609 | 1.0 | 370 | 0.5258 | 0.8336 |
53
+ | 0.2586 | 2.0 | 740 | 0.3890 | 0.8796 |
54
+ | 0.1162 | 3.0 | 1110 | 0.5177 | 0.8647 |
55
+ | 0.0193 | 4.0 | 1480 | 0.3459 | 0.9147 |
56
+ | 0.0028 | 5.0 | 1850 | 0.3286 | 0.9188 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.40.2
62
+ - Pytorch 2.3.0+cu121
63
+ - Datasets 2.19.1
64
+ - Tokenizers 0.19.1
runs/May11_02-08-50_mStri/events.out.tfevents.1715383505.mStri ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0f4796c526287acbfaa582e1ceeac6e2018912d8ddfec949ab42c0ce067b391
3
+ size 363