End of training
Browse files- README.md +12 -5
- model.safetensors +1 -1
README.md
CHANGED
@@ -17,7 +17,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/dinov2-small-imagenet1k-1-layer](https://huggingface.co/facebook/dinov2-small-imagenet1k-1-layer) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 3.
|
21 |
- Accuracy: 0.4545
|
22 |
|
23 |
## Model description
|
@@ -44,15 +44,22 @@ The following hyperparameters were used during training:
|
|
44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
- lr_scheduler_type: linear
|
46 |
- lr_scheduler_warmup_ratio: 0.1
|
47 |
-
- num_epochs:
|
48 |
|
49 |
### Training results
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
-
| 5.
|
54 |
-
|
|
55 |
-
| 3.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
56 |
|
57 |
|
58 |
### Framework versions
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/dinov2-small-imagenet1k-1-layer](https://huggingface.co/facebook/dinov2-small-imagenet1k-1-layer) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 3.0754
|
21 |
- Accuracy: 0.4545
|
22 |
|
23 |
## Model description
|
|
|
44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
- lr_scheduler_type: linear
|
46 |
- lr_scheduler_warmup_ratio: 0.1
|
47 |
+
- num_epochs: 10
|
48 |
|
49 |
### Training results
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
+
| 5.6026 | 1.0 | 21 | 4.9823 | 0.4545 |
|
54 |
+
| 3.7497 | 2.0 | 42 | 3.6049 | 0.4545 |
|
55 |
+
| 3.1278 | 3.0 | 63 | 3.7326 | 0.4545 |
|
56 |
+
| 2.4551 | 4.0 | 84 | 2.0051 | 0.4545 |
|
57 |
+
| 2.3722 | 5.0 | 105 | 3.1027 | 0.4545 |
|
58 |
+
| 2.3023 | 6.0 | 126 | 2.6815 | 0.4545 |
|
59 |
+
| 2.8063 | 7.0 | 147 | 2.9446 | 0.4545 |
|
60 |
+
| 2.2692 | 8.0 | 168 | 3.1585 | 0.4545 |
|
61 |
+
| 2.545 | 9.0 | 189 | 2.8486 | 0.4545 |
|
62 |
+
| 2.2706 | 10.0 | 210 | 3.0754 | 0.4545 |
|
63 |
|
64 |
|
65 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 88260908
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6d6c9050f8249d5eaa4d4d5e4da4c4a2e2195b0d3abf79315d49edff05aca92f
|
3 |
size 88260908
|