Hugging Face's logo

rathi2023
/
finetuned-amazon

Image Classification
Transformers
TensorBoard
Safetensors
vit
Generated from Trainer
Model card Files
xet
Metrics Community
rathi2023 commited on
Commit
c4f88c6
·
verified ·
1 Parent(s): ea234e3

End of training

Browse files
Files changed (16) hide show
  1. README.md +76 -0
  2. config.json +0 -0
  3. model.safetensors +3 -0
  4. runs/Mar30_21-08-59_785590e21f6a/events.out.tfevents.1711832985.785590e21f6a.4677.0 +3 -0
  5. runs/Mar30_21-14-05_785590e21f6a/events.out.tfevents.1711833253.785590e21f6a.4677.1 +3 -0
  6. runs/Mar30_21-15-18_785590e21f6a/events.out.tfevents.1711833328.785590e21f6a.4677.2 +3 -0
  7. runs/Mar30_21-18-25_785590e21f6a/events.out.tfevents.1711833516.785590e21f6a.4677.3 +3 -0
  8. runs/Mar30_21-18-25_785590e21f6a/events.out.tfevents.1711833655.785590e21f6a.4677.4 +3 -0
  9. runs/Mar30_21-27-28_785590e21f6a/events.out.tfevents.1711834057.785590e21f6a.4677.5 +3 -0
  10. runs/Mar30_21-29-22_785590e21f6a/events.out.tfevents.1711834171.785590e21f6a.4677.6 +3 -0
  11. runs/Mar30_21-30-42_785590e21f6a/events.out.tfevents.1711834259.785590e21f6a.4677.7 +3 -0
  12. runs/Mar30_21-30-42_785590e21f6a/events.out.tfevents.1711834396.785590e21f6a.4677.8 +3 -0
  13. runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711834476.785590e21f6a.4677.9 +3 -0
  14. runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711834549.785590e21f6a.4677.10 +3 -0
  15. runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711838156.785590e21f6a.4677.11 +3 -0
  16. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,76 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ - f1
9
+ model-index:
10
+ - name: finetuned-amazon
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # finetuned-amazon
18
+
19
+ 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.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 2.7690
22
+ - Accuracy: 0.1038
23
+ - F1: 0.0409
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 0.0002
43
+ - train_batch_size: 16
44
+ - eval_batch_size: 8
45
+ - seed: 42
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - num_epochs: 4
49
+ - mixed_precision_training: Native AMP
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | 2.7793 | 0.27 | 100 | 2.7709 | 0.0390 | 0.0241 |
56
+ | 2.773 | 0.54 | 200 | 2.7767 | 0.0410 | 0.0230 |
57
+ | 2.7752 | 0.81 | 300 | 2.7872 | 0.0 | 0.0 |
58
+ | 2.7731 | 1.08 | 400 | 2.7793 | 0.0171 | 0.0111 |
59
+ | 2.7744 | 1.34 | 500 | 2.7733 | 0.0886 | 0.0507 |
60
+ | 2.7755 | 1.61 | 600 | 2.7740 | 0.0733 | 0.0376 |
61
+ | 2.7706 | 1.88 | 700 | 2.7755 | 0.0657 | 0.0401 |
62
+ | 2.7723 | 2.15 | 800 | 2.7690 | 0.1038 | 0.0409 |
63
+ | 2.7732 | 2.42 | 900 | 2.7738 | 0.1010 | 0.0410 |
64
+ | 2.7738 | 2.69 | 1000 | 2.7729 | 0.0914 | 0.0384 |
65
+ | 2.7734 | 2.96 | 1100 | 2.7732 | 0.0581 | 0.0343 |
66
+ | 2.7723 | 3.23 | 1200 | 2.7726 | 0.0638 | 0.0361 |
67
+ | 2.7725 | 3.49 | 1300 | 2.7731 | 0.0667 | 0.0297 |
68
+ | 2.7725 | 3.76 | 1400 | 2.7734 | 0.0476 | 0.0296 |
69
+
70
+
71
+ ### Framework versions
72
+
73
+ - Transformers 4.38.2
74
+ - Pytorch 2.2.1+cu121
75
+ - Datasets 2.18.0
76
+ - Tokenizers 0.15.2
config.json ADDED
The diff for this file is too large to render. See raw diff
 
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:83734141518a1ff99923918018c6b5a4864994ae531a208b0e1dec761fda4696
3
+ size 406060624
runs/Mar30_21-08-59_785590e21f6a/events.out.tfevents.1711832985.785590e21f6a.4677.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4247af582e5fec3b3065310f4d59d8a43e5e7e47a0184d9fda91ddb15e41616b
3
+ size 783460
runs/Mar30_21-14-05_785590e21f6a/events.out.tfevents.1711833253.785590e21f6a.4677.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a70f182a2f9a8e15b5ff65565eaa3084f68b8c0f588689329d3a89737bd9ddd7
3
+ size 783509
runs/Mar30_21-15-18_785590e21f6a/events.out.tfevents.1711833328.785590e21f6a.4677.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1782bef319b27ef2e484d9cb478c5368d44976de56771f4da868b8050ee76cc8
3
+ size 783509
runs/Mar30_21-18-25_785590e21f6a/events.out.tfevents.1711833516.785590e21f6a.4677.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b6c5ae7b8610c5ffa8625da8e3a506ac33111b98e2adb45fe795b5622e379cc6
3
+ size 783509
runs/Mar30_21-18-25_785590e21f6a/events.out.tfevents.1711833655.785590e21f6a.4677.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3211c324a8a8f9406bf671c91dc02afb647825127b3cb91f0e6fbbb8cbde23fe
3
+ size 783509
runs/Mar30_21-27-28_785590e21f6a/events.out.tfevents.1711834057.785590e21f6a.4677.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e708dfc80c933a8a306e7386f22bca5204bae4222b04a0c03af51c6839f9f94
3
+ size 783509
runs/Mar30_21-29-22_785590e21f6a/events.out.tfevents.1711834171.785590e21f6a.4677.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:078c7fb37da5a732e129361be802b1f603d059a34ea68eea64bb2a54e7008091
3
+ size 783509
runs/Mar30_21-30-42_785590e21f6a/events.out.tfevents.1711834259.785590e21f6a.4677.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:01a57c8af3fb2d570668efc20cf65c5ca0aec9e7ffc9d33ee5ef860fd4726104
3
+ size 783460
runs/Mar30_21-30-42_785590e21f6a/events.out.tfevents.1711834396.785590e21f6a.4677.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8312eef682360fd35f864f846c2193c3d481e4c2fad15cc520cef3d1eec9f8e9
3
+ size 783460
runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711834476.785590e21f6a.4677.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a2f16f19649267aae6dd089a6f234abbc910b7e0206c50028d6854de602f145d
3
+ size 783460
runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711834549.785590e21f6a.4677.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ff0fce6e1608f24515034f7be2f024d99ccc947260937ec382f52015efa9b93
3
+ size 820153
runs/Mar30_21-34-28_785590e21f6a/events.out.tfevents.1711838156.785590e21f6a.4677.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b419f1f6fd08a2fed62517554a5ed2a18b4fd13c0c6cbd96d244c50dc8646357
3
+ size 457
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da6a8d6916f50b36daefd85a2b5f0b26b9b4bb5be00043da8c585226a99248a2
3
+ size 4856