End of training

README.md

@@ -22,16 +22,16 @@ model-index:
     metrics:
     - name: Precision
       type: precision
-      value: 0.96771714066103
+      value: 0.963084495488105
     - name: Recall
       type: recall
-      value: 0.9774844720496895
+      value: 0.9726594863297432
     - name: F1
       type: f1
-      value: 0.9725762842796446
+      value: 0.9678483099752679
     - name: Accuracy
       type: accuracy
-      value: 0.9711375212224108
+      value: 0.9688929551692589
 ---
 
 <!-- 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: 0.1836
-- Precision: 0.9677
-- Recall: 0.9775
-- F1: 0.9726
-- Accuracy: 0.9711
+- Loss: 0.1351
+- Precision: 0.9631
+- Recall: 0.9727
+- F1: 0.9678
+- Accuracy: 0.9689
 
 ## Model description
 
@@ -64,28 +64,26 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 6e-05
+- learning_rate: 1e-05
 - train_batch_size: 10
 - eval_batch_size: 10
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- training_steps: 1000
+- training_steps: 2000
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 1.25  | 100  | 0.5222          | 0.8284    | 0.8773 | 0.8522 | 0.8680   |
-| No log        | 2.5   | 200  | 0.2594          | 0.9147    | 0.9488 | 0.9314 | 0.9393   |
-| No log        | 3.75  | 300  | 0.2472          | 0.9294    | 0.9511 | 0.9401 | 0.9448   |
-| No log        | 5.0   | 400  | 0.1958          | 0.9496    | 0.9651 | 0.9573 | 0.9580   |
-| 0.4078        | 6.25  | 500  | 0.2005          | 0.9547    | 0.9658 | 0.9602 | 0.9597   |
-| 0.4078        | 7.5   | 600  | 0.2083          | 0.9555    | 0.9674 | 0.9614 | 0.9631   |
-| 0.4078        | 8.75  | 700  | 0.2104          | 0.9608    | 0.9697 | 0.9652 | 0.9631   |
-| 0.4078        | 10.0  | 800  | 0.1793          | 0.9685    | 0.9775 | 0.9730 | 0.9724   |
-| 0.4078        | 11.25 | 900  | 0.1972          | 0.9646    | 0.9744 | 0.9695 | 0.9686   |
-| 0.0332        | 12.5  | 1000 | 0.1836          | 0.9677    | 0.9775 | 0.9726 | 0.9711   |
+| 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   |
 
 
 ### Framework versions

all_results.json

@@ -0,0 +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
+}

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:defcc274042539fd5651aa723d32bc3e75115b2d38104f7c09f586e483d2a808
 size 503816564

predict_results.json

@@ -0,0 +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
+}

predictions.txt

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