32health/non-ada-classification-dinov3

README.md

@@ -20,10 +20,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [facebook/dinov3-vitb16-pretrain-lvd1689m](https://huggingface.co/facebook/dinov3-vitb16-pretrain-lvd1689m) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0492
-- Precision: 0.9696
-- Recall: 0.9727
-- F1: 0.9712
+- Loss: 0.0569
+- Precision: 0.9613
+- Recall: 0.9664
+- F1: 0.9639
 
 ## Model description
 
@@ -58,16 +58,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
-| 0.3086        | 1.0   | 145  | 0.3101          | 0.6339    | 0.7731 | 0.6966 |
-| 0.1186        | 2.0   | 290  | 0.1370          | 0.8622    | 0.9664 | 0.9113 |
-| 0.0856        | 3.0   | 435  | 0.0953          | 0.9135    | 0.9538 | 0.9332 |
-| 0.0582        | 4.0   | 580  | 0.0742          | 0.9513    | 0.9643 | 0.9577 |
-| 0.0469        | 5.0   | 725  | 0.0633          | 0.9520    | 0.9800 | 0.9658 |
-| 0.0472        | 6.0   | 870  | 0.0598          | 0.9547    | 0.9748 | 0.9647 |
-| 0.0390        | 7.0   | 1015 | 0.0531          | 0.9716    | 0.9695 | 0.9706 |
-| 0.0368        | 8.0   | 1160 | 0.0527          | 0.9705    | 0.9674 | 0.9690 |
-| 0.0302        | 9.0   | 1305 | 0.0498          | 0.9687    | 0.9748 | 0.9717 |
-| 0.0367        | 10.0  | 1450 | 0.0492          | 0.9696    | 0.9727 | 0.9712 |
+| 0.4090        | 1.0   | 145  | 0.3883          | 0.5656    | 0.6565 | 0.6077 |
+| 0.2000        | 2.0   | 290  | 0.2048          | 0.8247    | 0.8897 | 0.8560 |
+| 0.1257        | 3.0   | 435  | 0.1353          | 0.9061    | 0.9422 | 0.9238 |
+| 0.1012        | 4.0   | 580  | 0.1013          | 0.9413    | 0.9601 | 0.9506 |
+| 0.0786        | 5.0   | 725  | 0.0808          | 0.9481    | 0.9590 | 0.9535 |
+| 0.0676        | 6.0   | 870  | 0.0697          | 0.9545    | 0.9706 | 0.9625 |
+| 0.0592        | 7.0   | 1015 | 0.0651          | 0.9553    | 0.9643 | 0.9597 |
+| 0.0486        | 8.0   | 1160 | 0.0599          | 0.9572    | 0.9632 | 0.9602 |
+| 0.0419        | 9.0   | 1305 | 0.0578          | 0.9634    | 0.9664 | 0.9649 |
+| 0.0469        | 10.0  | 1450 | 0.0569          | 0.9613    | 0.9664 | 0.9639 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3aeda846dbceb4acd19cb98975f19f90ab274337f3beac758a8be14f8e5b2bd8
-size 342688432
+oid sha256:2d75370682ac260820104301e914dfd47aff08ea85695c540854da64b21e02f5
+size 345051000