Commit
•
0a8fbea
1
Parent(s):
43715e5
Model save
Browse files
README.md
CHANGED
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Accuracy: 0.6406
|
36 |
- Loss: 0.6651
|
|
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -62,13 +62,13 @@ The following hyperparameters were used during training:
|
|
62 |
|
63 |
### Training results
|
64 |
|
65 |
-
| Training Loss | Epoch | Step |
|
66 |
-
|
67 |
-
| No log | 1.0 | 2 | 0.
|
68 |
-
| No log | 2.0 | 4 | 0.
|
69 |
-
| No log | 3.0 | 6 | 0.
|
70 |
-
| No log | 4.0 | 8 | 0.
|
71 |
-
| 0.6483 | 5.0 | 10 | 0.
|
72 |
|
73 |
|
74 |
### Framework versions
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
|
34 |
It achieves the following results on the evaluation set:
|
|
|
35 |
- Loss: 0.6651
|
36 |
+
- Accuracy: 0.6406
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
62 |
|
63 |
### Training results
|
64 |
|
65 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
+
| No log | 1.0 | 2 | 0.6905 | 0.5625 |
|
68 |
+
| No log | 2.0 | 4 | 0.6797 | 0.6562 |
|
69 |
+
| No log | 3.0 | 6 | 0.6719 | 0.6562 |
|
70 |
+
| No log | 4.0 | 8 | 0.6671 | 0.6562 |
|
71 |
+
| 0.6483 | 5.0 | 10 | 0.6651 | 0.6406 |
|
72 |
|
73 |
|
74 |
### Framework versions
|
config.json
CHANGED
@@ -26,6 +26,7 @@
|
|
26 |
"num_channels": 3,
|
27 |
"num_hidden_layers": 12,
|
28 |
"patch_size": 16,
|
|
|
29 |
"qkv_bias": true,
|
30 |
"torch_dtype": "float32",
|
31 |
"transformers_version": "4.38.2"
|
|
|
26 |
"num_channels": 3,
|
27 |
"num_hidden_layers": 12,
|
28 |
"patch_size": 16,
|
29 |
+
"problem_type": "single_label_classification",
|
30 |
"qkv_bias": true,
|
31 |
"torch_dtype": "float32",
|
32 |
"transformers_version": "4.38.2"
|
runs/Apr04_00-20-17_a49f736592db/events.out.tfevents.1712190024.a49f736592db.1180.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:14b0f9aecf942650b45f9a90f929575abca0b4877801b2ae2e867d57d033c5bb
|
3 |
+
size 6747
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:941677b45b6c2e3b4598d49c64e89ac88a36d917c65c1197f29bb3099e85d45c
|
3 |
size 4920
|