End of training

README.md

@@ -22,16 +22,16 @@ model-index:
     metrics:
     - name: Precision
       type: precision
-      value: 0.963084495488105
+      value: 0.9672131147540983
     - name: Recall
       type: recall
-      value: 0.9726594863297432
+      value: 0.9776304888152444
     - name: F1
       type: f1
-      value: 0.9678483099752679
+      value: 0.9723939019365472
     - name: Accuracy
       type: accuracy
-      value: 0.9688929551692589
+      value: 0.9766697163769442
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -41,11 +41,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [layoutlmv3](https://huggingface.co/layoutlmv3) on the mp-02/cord dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1351
-- Precision: 0.9631
-- Recall: 0.9727
-- F1: 0.9678
-- Accuracy: 0.9689
+- Loss: 0.1292
+- Precision: 0.9672
+- Recall: 0.9776
+- F1: 0.9724
+- Accuracy: 0.9767
 
 ## Model description
 
@@ -70,20 +70,22 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- training_steps: 2000
+- training_steps: 2500
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 3.125  | 250  | 0.5767          | 0.8636    | 0.8915 | 0.8773 | 0.8925   |
-| 1.0201        | 6.25   | 500  | 0.2739          | 0.9275    | 0.9536 | 0.9404 | 0.9465   |
-| 1.0201        | 9.375  | 750  | 0.1894          | 0.9462    | 0.9611 | 0.9536 | 0.9602   |
-| 0.1892        | 12.5   | 1000 | 0.1522          | 0.9592    | 0.9727 | 0.9659 | 0.9689   |
-| 0.1892        | 15.625 | 1250 | 0.1537          | 0.9535    | 0.9677 | 0.9605 | 0.9652   |
-| 0.0813        | 18.75  | 1500 | 0.1351          | 0.9631    | 0.9727 | 0.9678 | 0.9689   |
-| 0.0813        | 21.875 | 1750 | 0.1406          | 0.9607    | 0.9718 | 0.9662 | 0.9689   |
-| 0.0535        | 25.0   | 2000 | 0.1396          | 0.9599    | 0.9710 | 0.9654 | 0.9675   |
+| No log        | 3.125  | 250  | 0.6018          | 0.8218    | 0.8633 | 0.8420 | 0.8577   |
+| 1.0098        | 6.25   | 500  | 0.2695          | 0.9205    | 0.9495 | 0.9347 | 0.9451   |
+| 1.0098        | 9.375  | 750  | 0.1813          | 0.9528    | 0.9693 | 0.9610 | 0.9639   |
+| 0.1993        | 12.5   | 1000 | 0.1557          | 0.9616    | 0.9743 | 0.9679 | 0.9739   |
+| 0.1993        | 15.625 | 1250 | 0.1749          | 0.9608    | 0.9743 | 0.9675 | 0.9703   |
+| 0.0787        | 18.75  | 1500 | 0.1482          | 0.9616    | 0.9743 | 0.9679 | 0.9730   |
+| 0.0787        | 21.875 | 1750 | 0.1288          | 0.9640    | 0.9751 | 0.9695 | 0.9762   |
+| 0.0433        | 25.0   | 2000 | 0.1292          | 0.9672    | 0.9776 | 0.9724 | 0.9767   |
+| 0.0433        | 28.125 | 2250 | 0.1372          | 0.9623    | 0.9735 | 0.9679 | 0.9735   |
+| 0.031         | 31.25  | 2500 | 0.1408          | 0.9631    | 0.9743 | 0.9687 | 0.9730   |
 
 
 ### Framework versions

all_results.json

@@ -1,10 +1,10 @@
 {
-    "predict_accuracy": 0.965195246179966,
-    "predict_f1": 0.9627066512879662,
-    "predict_loss": 0.17276707291603088,
-    "predict_precision": 0.9535415079969536,
-    "predict_recall": 0.9720496894409938,
-    "predict_runtime": 9.223,
-    "predict_samples_per_second": 10.842,
-    "predict_steps_per_second": 1.084
+    "predict_accuracy": 0.9702886247877759,
+    "predict_f1": 0.966153846153846,
+    "predict_loss": 0.16628552973270416,
+    "predict_precision": 0.9573170731707317,
+    "predict_recall": 0.9751552795031055,
+    "predict_runtime": 9.2741,
+    "predict_samples_per_second": 10.783,
+    "predict_steps_per_second": 1.078
 }

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:9d6d5f1d7fe1e8e8fe650f87a55b1c40880a87662ea38473d4d1806131f88764
 size 503816564

predict_results.json

@@ -1,10 +1,10 @@
 {
-    "predict_accuracy": 0.965195246179966,
-    "predict_f1": 0.9627066512879662,
-    "predict_loss": 0.17276707291603088,
-    "predict_precision": 0.9535415079969536,
-    "predict_recall": 0.9720496894409938,
-    "predict_runtime": 9.223,
-    "predict_samples_per_second": 10.842,
-    "predict_steps_per_second": 1.084
+    "predict_accuracy": 0.9702886247877759,
+    "predict_f1": 0.966153846153846,
+    "predict_loss": 0.16628552973270416,
+    "predict_precision": 0.9573170731707317,
+    "predict_recall": 0.9751552795031055,
+    "predict_runtime": 9.2741,
+    "predict_samples_per_second": 10.783,
+    "predict_steps_per_second": 1.078
 }

predictions.txt

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