Upload TFLayoutLMForTokenClassification

README.md

@@ -4,24 +4,24 @@ base_model: microsoft/layoutlm-base-uncased
 tags:
 - generated_from_keras_callback
 model-index:
-- name: stevethecur/layoutlm-funsd-tf
+- name: layoutlm-funsd-tf
   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. -->
 
-# stevethecur/layoutlm-funsd-tf
+# layoutlm-funsd-tf
 
 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: 1.6536
-- Validation Loss: 1.4851
-- Train Overall Precision: 0.1737
-- Train Overall Recall: 0.3176
-- Train Overall F1: 0.2245
-- Train Overall Accuracy: 0.4025
-- Epoch: 0
+- Train Loss: 0.5937
+- Validation Loss: 1.1902
+- Train Overall Precision: 0.4751
+- Train Overall Recall: 0.5850
+- Train Overall F1: 0.5244
+- Train Overall Accuracy: 0.6201
+- 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 |
 |:----------:|:---------------:|:-----------------------:|:--------------------:|:----------------:|:----------------------:|:-----:|
 | 1.6536     | 1.4851          | 0.1737                  | 0.3176               | 0.2245           | 0.4025                 | 0     |
+| 1.3258     | 1.2951          | 0.2957                  | 0.4325               | 0.3513           | 0.4737                 | 1     |
+| 1.1768     | 1.1266          | 0.3614                  | 0.4892               | 0.4157           | 0.5489                 | 2     |
+| 1.0113     | 1.0274          | 0.3889                  | 0.5294               | 0.4484           | 0.6040                 | 3     |
+| 0.9157     | 1.0104          | 0.4428                  | 0.5414               | 0.4871           | 0.6152                 | 4     |
+| 0.7484     | 1.0807          | 0.4742                  | 0.5354               | 0.5029           | 0.6153                 | 5     |
+| 0.6791     | 1.2077          | 0.4709                  | 0.5434               | 0.5045           | 0.6049                 | 6     |
+| 0.5937     | 1.1902          | 0.4751                  | 0.5850               | 0.5244           | 0.6201                 | 7     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:93029d02c998152505946f3f2828feeb8004fb9feec5e8b674e2c9878b2bb75c
+oid sha256:064d4b8d00f06f0c704a52ef98f73ba553e3ba409e0677580bc141628ae8c35b
 size 450829256