crapthings commited on
Commit
500080d
1 Parent(s): d2ce4c2

Model save

Browse files
Files changed (2) hide show
  1. README.md +64 -0
  2. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/vit-base-patch16-224-in21k
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: beans
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
+ # beans
17
+
18
+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.0839
21
+ - Accuracy: 0.9774
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: 2e-05
41
+ - train_batch_size: 8
42
+ - eval_batch_size: 8
43
+ - seed: 1337
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 5.0
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 0.2825 | 1.0 | 130 | 0.2142 | 0.9624 |
53
+ | 0.1331 | 2.0 | 260 | 0.1347 | 0.9699 |
54
+ | 0.1427 | 3.0 | 390 | 0.0999 | 0.9774 |
55
+ | 0.0808 | 4.0 | 520 | 0.0677 | 0.9925 |
56
+ | 0.1156 | 5.0 | 650 | 0.0839 | 0.9774 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.43.0.dev0
62
+ - Pytorch 2.3.1+cu121
63
+ - Datasets 2.20.0
64
+ - Tokenizers 0.19.1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:70389169f21b58c61ac602ecd1a7f7e7b64f31d544d8d2b04d4bf280c5b91cae
3
  size 343227052
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d166a5d0efc2b28874fb962e247c7ca985192407e9a5c68295a071eac2159d8a
3
  size 343227052