End of training

README.md

@@ -23,16 +23,16 @@ model-index:
     metrics:
     - name: Precision
       type: precision
-      value: 0.9761513157894737
+      value: 0.970467596390484
     - name: Recall
       type: recall
-      value: 0.9834299917149959
+      value: 0.980115990057995
     - name: F1
       type: f1
-      value: 0.9797771357820884
+      value: 0.975267930750206
     - name: Accuracy
       type: accuracy
-      value: 0.9789569990850869
+      value: 0.973924977127173
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -42,11 +42,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/layoutlmv3-large](https://huggingface.co/microsoft/layoutlmv3-large) on the mp-02/cord dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1294
-- Precision: 0.9762
-- Recall: 0.9834
-- F1: 0.9798
-- Accuracy: 0.9790
+- Loss: 0.1373
+- Precision: 0.9705
+- Recall: 0.9801
+- F1: 0.9753
+- Accuracy: 0.9739
 
 ## Model description
 
@@ -77,16 +77,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 1.25  | 100  | 0.5019          | 0.8046    | 0.8633 | 0.8329 | 0.8669   |
-| No log        | 2.5   | 200  | 0.1841          | 0.9481    | 0.9677 | 0.9578 | 0.9620   |
-| No log        | 3.75  | 300  | 0.1515          | 0.9600    | 0.9735 | 0.9667 | 0.9680   |
-| No log        | 5.0   | 400  | 0.1281          | 0.9672    | 0.9785 | 0.9728 | 0.9730   |
-| 0.4458        | 6.25  | 500  | 0.1398          | 0.9679    | 0.9751 | 0.9715 | 0.9735   |
-| 0.4458        | 7.5   | 600  | 0.1177          | 0.9745    | 0.9818 | 0.9781 | 0.9771   |
-| 0.4458        | 8.75  | 700  | 0.0942          | 0.9754    | 0.9859 | 0.9806 | 0.9799   |
-| 0.4458        | 10.0  | 800  | 0.1235          | 0.9737    | 0.9826 | 0.9781 | 0.9780   |
-| 0.4458        | 11.25 | 900  | 0.1330          | 0.9697    | 0.9801 | 0.9749 | 0.9748   |
-| 0.0381        | 12.5  | 1000 | 0.1294          | 0.9762    | 0.9834 | 0.9798 | 0.9790   |
+| No log        | 1.25  | 100  | 0.5589          | 0.8209    | 0.8583 | 0.8392 | 0.8394   |
+| No log        | 2.5   | 200  | 0.1936          | 0.9433    | 0.9644 | 0.9537 | 0.9579   |
+| No log        | 3.75  | 300  | 0.1456          | 0.9569    | 0.9760 | 0.9664 | 0.9698   |
+| No log        | 5.0   | 400  | 0.1368          | 0.9584    | 0.9743 | 0.9663 | 0.9726   |
+| 0.4619        | 6.25  | 500  | 0.1448          | 0.9689    | 0.9809 | 0.9749 | 0.9744   |
+| 0.4619        | 7.5   | 600  | 0.1286          | 0.9689    | 0.9818 | 0.9753 | 0.9753   |
+| 0.4619        | 8.75  | 700  | 0.1311          | 0.9697    | 0.9809 | 0.9753 | 0.9748   |
+| 0.4619        | 10.0  | 800  | 0.1335          | 0.9721    | 0.9809 | 0.9765 | 0.9758   |
+| 0.4619        | 11.25 | 900  | 0.1355          | 0.9689    | 0.9793 | 0.9740 | 0.9753   |
+| 0.0424        | 12.5  | 1000 | 0.1373          | 0.9705    | 0.9801 | 0.9753 | 0.9739   |
 
 
 ### Framework versions

all_results.json

@@ -1,10 +1,10 @@
 {
-    "predict_accuracy": 0.9796264855687606,
-    "predict_f1": 0.9806949806949807,
-    "predict_loss": 0.12930521368980408,
-    "predict_precision": 0.9754224270353302,
-    "predict_recall": 0.9860248447204969,
-    "predict_runtime": 22.5128,
-    "predict_samples_per_second": 4.442,
-    "predict_steps_per_second": 0.444
+    "predict_accuracy": 0.9775042444821732,
+    "predict_f1": 0.9787726746429949,
+    "predict_loss": 0.1406615823507309,
+    "predict_precision": 0.9731389102072141,
+    "predict_recall": 0.984472049689441,
+    "predict_runtime": 12.6836,
+    "predict_samples_per_second": 7.884,
+    "predict_steps_per_second": 0.788
 }

predict_results.json

@@ -1,10 +1,10 @@
 {
-    "predict_accuracy": 0.9796264855687606,
-    "predict_f1": 0.9806949806949807,
-    "predict_loss": 0.12930521368980408,
-    "predict_precision": 0.9754224270353302,
-    "predict_recall": 0.9860248447204969,
-    "predict_runtime": 22.5128,
-    "predict_samples_per_second": 4.442,
-    "predict_steps_per_second": 0.444
+    "predict_accuracy": 0.9775042444821732,
+    "predict_f1": 0.9787726746429949,
+    "predict_loss": 0.1406615823507309,
+    "predict_precision": 0.9731389102072141,
+    "predict_recall": 0.984472049689441,
+    "predict_runtime": 12.6836,
+    "predict_samples_per_second": 7.884,
+    "predict_steps_per_second": 0.788
 }

predictions.txt

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