wilsondt commited on
Commit
aa0aa34
·
verified ·
1 Parent(s): 0f8042b

Model save

Browse files
README.md CHANGED
@@ -4,6 +4,8 @@ license: apache-2.0
4
  base_model: microsoft/beit-base-patch16-224
5
  tags:
6
  - generated_from_trainer
 
 
7
  model-index:
8
  - name: beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
9
  results: []
@@ -15,6 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
15
  # beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
16
 
17
  This model is a fine-tuned version of [microsoft/beit-base-patch16-224](https://huggingface.co/microsoft/beit-base-patch16-224) on an unknown dataset.
 
 
 
18
 
19
  ## Model description
20
 
@@ -43,6 +48,27 @@ The following hyperparameters were used during training:
43
  - num_epochs: 15
44
  - mixed_precision_training: Native AMP
45
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
46
  ### Framework versions
47
 
48
  - Transformers 4.48.3
 
4
  base_model: microsoft/beit-base-patch16-224
5
  tags:
6
  - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
  model-index:
10
  - name: beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
11
  results: []
 
17
  # beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
18
 
19
  This model is a fine-tuned version of [microsoft/beit-base-patch16-224](https://huggingface.co/microsoft/beit-base-patch16-224) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.5324
22
+ - Accuracy: 0.9137
23
 
24
  ## Model description
25
 
 
48
  - num_epochs: 15
49
  - mixed_precision_training: Native AMP
50
 
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
54
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
55
+ | 1.6553 | 1.0 | 125 | 0.7916 | 0.7530 |
56
+ | 0.481 | 2.0 | 250 | 0.3628 | 0.8810 |
57
+ | 0.1631 | 3.0 | 375 | 0.2895 | 0.8988 |
58
+ | 0.0609 | 4.0 | 500 | 0.3242 | 0.9167 |
59
+ | 0.0293 | 5.0 | 625 | 0.3503 | 0.9196 |
60
+ | 0.0223 | 6.0 | 750 | 0.3411 | 0.9226 |
61
+ | 0.0302 | 7.0 | 875 | 0.3786 | 0.9226 |
62
+ | 0.014 | 8.0 | 1000 | 0.4169 | 0.9256 |
63
+ | 0.0069 | 9.0 | 1125 | 0.4648 | 0.9137 |
64
+ | 0.006 | 10.0 | 1250 | 0.4697 | 0.9137 |
65
+ | 0.0053 | 11.0 | 1375 | 0.5192 | 0.8958 |
66
+ | 0.0093 | 12.0 | 1500 | 0.5058 | 0.9048 |
67
+ | 0.0069 | 13.0 | 1625 | 0.5486 | 0.9077 |
68
+ | 0.005 | 14.0 | 1750 | 0.5252 | 0.9167 |
69
+ | 0.004 | 15.0 | 1875 | 0.5324 | 0.9137 |
70
+
71
+
72
  ### Framework versions
73
 
74
  - Transformers 4.48.3
logs/events.out.tfevents.1740283925.ca6c489f7bbc.211.3 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a37ac2d7476ec603cb26808e58125241b1b16b87ac927d8df7c8e4e5cb8c2478
3
- size 14172
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a463644092040733d786cf14419497a732912361eb69b40bc50b5d5a55551c2
3
+ size 14849
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7b60605783ed54b673ad50571522310d43b675693e7a8cc7a3828d7c1611ab22
3
  size 343098784
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:33aaaaeb72e118554280bf964afc890fe7ba33d6a6c0a9af8432fac28e5c74af
3
  size 343098784