Hugging Face's logo

MinhLe999
/
3class_EfficientFormer30M_ForTesting

Image Classification
Transformers
Safetensors
universal_vision
Generated from Trainer
custom_code
Model card Files
xet
Community
MinhLe999 commited on
Commit
b084b52
·
verified ·
1 Parent(s): 89030ad

End of training

Browse files
Files changed (3) hide show
  1. README.md +19 -6
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -19,12 +19,12 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.2709
23
- - Precision: 0.8823
24
- - Recall: 0.8513
25
- - Accuracy: 0.87
26
- - F1: 0.8480
27
- - Roc Auc: 0.9923
28
 
29
  ## Model description
30
 
@@ -54,6 +54,19 @@ The following hyperparameters were used during training:
54
 
55
  ### Training results
56
 
 
 
 
 
 
 
 
 
 
 
 
 
 
57
 
58
 
59
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.0636
23
+ - Precision: 0.9798
24
+ - Recall: 0.9764
25
+ - Accuracy: 0.9818
26
+ - F1: 0.9781
27
+ - Roc Auc: 0.9983
28
 
29
  ## Model description
30
 
 
54
 
55
  ### Training results
56
 
57
+ | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1 | Roc Auc |
58
+ |:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:--------:|:------:|:-------:|
59
+ | 0.1199 | 0.3436 | 200 | 0.0955 | 0.9604 | 0.9551 | 0.9650 | 0.9576 | 0.9958 |
60
+ | 0.0656 | 0.6873 | 400 | 0.0722 | 0.9754 | 0.9699 | 0.9774 | 0.9725 | 0.9972 |
61
+ | 0.0418 | 1.0309 | 600 | 0.0797 | 0.9758 | 0.9740 | 0.9793 | 0.9749 | 0.9969 |
62
+ | 0.0744 | 1.3746 | 800 | 0.0636 | 0.9798 | 0.9764 | 0.9818 | 0.9781 | 0.9983 |
63
+ | 0.0044 | 1.7182 | 1000 | 0.0659 | 0.9793 | 0.9756 | 0.9814 | 0.9774 | 0.9983 |
64
+ | 0.0412 | 2.0619 | 1200 | 0.0690 | 0.9782 | 0.9779 | 0.9818 | 0.9780 | 0.9983 |
65
+ | 0.0029 | 2.4055 | 1400 | 0.0744 | 0.9808 | 0.9780 | 0.9830 | 0.9794 | 0.9984 |
66
+ | 0.0245 | 2.7491 | 1600 | 0.0872 | 0.9813 | 0.9755 | 0.9821 | 0.9782 | 0.9981 |
67
+ | 0.0006 | 3.0928 | 1800 | 0.0753 | 0.9811 | 0.9794 | 0.9837 | 0.9803 | 0.9985 |
68
+ | 0.0049 | 3.4364 | 2000 | 0.0844 | 0.9799 | 0.9773 | 0.9823 | 0.9785 | 0.9984 |
69
+ | 0.0011 | 3.7801 | 2200 | 0.0827 | 0.9806 | 0.9778 | 0.9828 | 0.9792 | 0.9984 |
70
 
71
 
72
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:37278e1d818ad912bc381fc6badc0268828eafcf4a0accb38e1ec96fdc5dbb74
3
  size 121893600
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c876fdcdc73071f34c6f47cb7024c12a4da58315311a2aea56057e145e06d711
3
  size 121893600
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:008f369fc69e16faf078d98800e7f1ffa09b5d2b39bf3d8cf8fd5babe748f143
3
- size 5329
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:314a43a6ba5152a9c4a7122c532683a5b014c09343e334e826f3679c2abae0e4
3
+ size 5265