Upload TFLayoutLMForTokenClassification

README.md

@@ -4,24 +4,24 @@ base_model: microsoft/layoutlm-base-uncased
 tags:
 - generated_from_keras_callback
 model-index:
-- name: cor-c/layoutlm-invoice-tf-2
+- name: layoutlm-invoice-tf-2
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information Keras had access to. You should
 probably proofread and complete it, then remove this comment. -->
 
-# cor-c/layoutlm-invoice-tf-2
+# layoutlm-invoice-tf-2
 
 This model is a fine-tuned version of [microsoft/layoutlm-base-uncased](https://huggingface.co/microsoft/layoutlm-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 2.3655
-- Validation Loss: 2.0025
-- Train Overall Precision: 0.0056
-- Train Overall Recall: 0.0101
-- Train Overall F1: 0.0072
-- Train Overall Accuracy: 0.3973
-- Epoch: 0
+- Train Loss: 0.3115
+- Validation Loss: 0.3451
+- Train Overall Precision: 0.5831
+- Train Overall Recall: 0.5567
+- Train Overall F1: 0.5696
+- Train Overall Accuracy: 0.8995
+- Epoch: 7
 
 ## Model description
 
@@ -48,6 +48,13 @@ The following hyperparameters were used during training:
 | Train Loss | Validation Loss | Train Overall Precision | Train Overall Recall | Train Overall F1 | Train Overall Accuracy | Epoch |
 |:----------:|:---------------:|:-----------------------:|:--------------------:|:----------------:|:----------------------:|:-----:|
 | 2.3655     | 2.0025          | 0.0056                  | 0.0101               | 0.0072           | 0.3973                 | 0     |
+| 1.7668     | 1.5306          | 0.0185                  | 0.0327               | 0.0237           | 0.5455                 | 1     |
+| 1.3422     | 1.1230          | 0.0595                  | 0.0831               | 0.0693           | 0.6698                 | 2     |
+| 1.0006     | 0.9051          | 0.1393                  | 0.1990               | 0.1639           | 0.7432                 | 3     |
+| 0.7743     | 0.6738          | 0.2127                  | 0.2620               | 0.2348           | 0.8158                 | 4     |
+| 0.5996     | 0.5262          | 0.4035                  | 0.4106               | 0.4070           | 0.8628                 | 5     |
+| 0.4179     | 0.3998          | 0.4856                  | 0.4685               | 0.4769           | 0.8892                 | 6     |
+| 0.3115     | 0.3451          | 0.5831                  | 0.5567               | 0.5696           | 0.8995                 | 7     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:368eabab4ce54c56a6f534a6dc13016b3a412a1e51c859422bbfcbe3f50c0212
+oid sha256:a281e7c1f750fd7752460be0ca7e3eb7f3466f9a3f57071ede5b0890c16dd789
 size 450850760