Training in progress, step 25

README.md

@@ -2,7 +2,6 @@
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
-- image-classification
 - generated_from_trainer
 model-index:
 - name: ryan_model3272024
@@ -14,12 +13,12 @@ should probably proofread and complete it, then remove this comment. -->
 
 # ryan_model3272024
 
-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 beans dataset.
+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 None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2552
-- Na Accuracy: 0.95
-- Ordinal Accuracy: 0.6267
-- Ordinal Mae: 1.1586
+- Loss: 0.3657
+- Na Accuracy: 0.625
+- Ordinal Accuracy: 0.4762
+- Ordinal Mae: 0.8694
 
 ## Model description
 
@@ -51,18 +50,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Na Accuracy | Ordinal Accuracy | Ordinal Mae |
 |:-------------:|:-----:|:----:|:---------------:|:-----------:|:----------------:|:-----------:|
-| 0.3853        | 0.32  | 100  | 0.3272          | 0.924       | 0.52             | 1.2106      |
-| 0.3396        | 0.64  | 200  | 0.2741          | 0.94        | 0.5644           | 1.1640      |
-| 0.2075        | 0.96  | 300  | 0.2772          | 0.946       | 0.5933           | 1.1942      |
-| 0.196         | 1.28  | 400  | 0.2738          | 0.95        | 0.6133           | 1.1984      |
-| 0.2228        | 1.6   | 500  | 0.2685          | 0.956       | 0.62             | 1.1989      |
-| 0.1816        | 1.92  | 600  | 0.2552          | 0.95        | 0.6267           | 1.1586      |
-| 0.0682        | 2.24  | 700  | 0.2721          | 0.952       | 0.6578           | 1.1558      |
-| 0.0795        | 2.56  | 800  | 0.2754          | 0.948       | 0.6333           | 1.1599      |
-| 0.1367        | 2.88  | 900  | 0.2953          | 0.946       | 0.64             | 1.1667      |
-| 0.0387        | 3.19  | 1000 | 0.2923          | 0.944       | 0.6378           | 1.2025      |
-| 0.0293        | 3.51  | 1100 | 0.2885          | 0.948       | 0.6644           | 1.1666      |
-| 0.0286        | 3.83  | 1200 | 0.2868          | 0.95        | 0.6711           | 1.1626      |
+| 0.412         | 0.78  | 25   | 0.3861          | 0.875       | 0.2143           | 1.0826      |
+| 0.2394        | 1.56  | 50   | 0.4621          | 0.5         | 0.1905           | 1.0658      |
+| 0.2287        | 2.34  | 75   | 0.5636          | 0.25        | 0.2857           | 0.9874      |
+| 0.1518        | 3.12  | 100  | 0.3832          | 0.625       | 0.3810           | 0.9202      |
+| 0.1448        | 3.91  | 125  | 0.3657          | 0.625       | 0.4762           | 0.8694      |
 
 
 ### Framework versions

model.safetensors

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runs/Mar27_22-07-23_ryanserver/events.out.tfevents.1711591648.ryanserver.18170.0

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runs/Mar27_22-12-30_ryanserver/events.out.tfevents.1711591955.ryanserver.19364.0

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training_args.bin

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