Model save
Browse files- README.md +26 -0
- logs/events.out.tfevents.1740307852.f3f6efb5947d.273.0 +2 -2
- model.safetensors +1 -1
README.md
CHANGED
|
@@ -4,6 +4,8 @@ license: apache-2.0
|
|
| 4 |
base_model: facebook/dinov2-base
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
|
|
|
|
|
|
| 7 |
model-index:
|
| 8 |
- name: dinov2-base_rice-leaf-disease-augmented-v2_fft
|
| 9 |
results: []
|
|
@@ -15,6 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# dinov2-base_rice-leaf-disease-augmented-v2_fft
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [facebook/dinov2-base](https://huggingface.co/facebook/dinov2-base) 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: facebook/dinov2-base
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
| 7 |
+
metrics:
|
| 8 |
+
- accuracy
|
| 9 |
model-index:
|
| 10 |
- name: dinov2-base_rice-leaf-disease-augmented-v2_fft
|
| 11 |
results: []
|
|
|
|
| 17 |
# dinov2-base_rice-leaf-disease-augmented-v2_fft
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [facebook/dinov2-base](https://huggingface.co/facebook/dinov2-base) on an unknown dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.6772
|
| 22 |
+
- Accuracy: 0.9018
|
| 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 |
+
| 0.8654 | 1.0 | 125 | 0.4470 | 0.8661 |
|
| 56 |
+
| 0.2009 | 2.0 | 250 | 0.5260 | 0.8631 |
|
| 57 |
+
| 0.1148 | 3.0 | 375 | 0.6247 | 0.8690 |
|
| 58 |
+
| 0.0412 | 4.0 | 500 | 0.5468 | 0.8988 |
|
| 59 |
+
| 0.0052 | 5.0 | 625 | 0.5418 | 0.9018 |
|
| 60 |
+
| 0.0001 | 6.0 | 750 | 0.5245 | 0.9077 |
|
| 61 |
+
| 0.0863 | 7.0 | 875 | 0.6622 | 0.8571 |
|
| 62 |
+
| 0.059 | 8.0 | 1000 | 0.6755 | 0.8869 |
|
| 63 |
+
| 0.0153 | 9.0 | 1125 | 0.6671 | 0.9048 |
|
| 64 |
+
| 0.0014 | 10.0 | 1250 | 0.6834 | 0.8988 |
|
| 65 |
+
| 0.0 | 11.0 | 1375 | 0.6805 | 0.9018 |
|
| 66 |
+
| 0.0 | 12.0 | 1500 | 0.6765 | 0.9048 |
|
| 67 |
+
| 0.0 | 13.0 | 1625 | 0.6773 | 0.9018 |
|
| 68 |
+
| 0.0 | 14.0 | 1750 | 0.6771 | 0.9018 |
|
| 69 |
+
| 0.0 | 15.0 | 1875 | 0.6772 | 0.9018 |
|
| 70 |
+
|
| 71 |
+
|
| 72 |
### Framework versions
|
| 73 |
|
| 74 |
- Transformers 4.48.3
|
logs/events.out.tfevents.1740307852.f3f6efb5947d.273.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1fd9fbad3f493f09752b36c014b13931dc3e1ea6f75d805c908940deb884526d
|
| 3 |
+
size 14384
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 346396816
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:628dcee523542f1cc070294d2c6dabcc1a1536f4e57fe9a564e3b428f2b44bbb
|
| 3 |
size 346396816
|