Upload TFLayoutLMForTokenClassification

README.md

@@ -2,24 +2,24 @@
 tags:
 - generated_from_keras_callback
 model-index:
-- name: pbrennanwhite/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. -->
 
-# pbrennanwhite/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: 1.6675
-- Validation Loss: 1.3532
-- Train Overall Precision: 0.3327
-- Train Overall Recall: 0.3477
-- Train Overall F1: 0.3400
-- Train Overall Accuracy: 0.5549
-- Epoch: 0
+- Train Loss: 0.2445
+- Validation Loss: 0.6550
+- Train Overall Precision: 0.7272
+- Train Overall Recall: 0.7893
+- Train Overall F1: 0.7570
+- Train Overall Accuracy: 0.8195
+- Epoch: 7
 
 ## Model description
 
@@ -46,6 +46,13 @@ The following hyperparameters were used during training:
 | Train Loss | Validation Loss | Train Overall Precision | Train Overall Recall | Train Overall F1 | Train Overall Accuracy | Epoch |
 |:----------:|:---------------:|:-----------------------:|:--------------------:|:----------------:|:----------------------:|:-----:|
 | 1.6675     | 1.3532          | 0.3327                  | 0.3477               | 0.3400           | 0.5549                 | 0     |
+| 1.0883     | 0.8340          | 0.6022                  | 0.6713               | 0.6349           | 0.7466                 | 1     |
+| 0.7296     | 0.6953          | 0.6452                  | 0.7501               | 0.6937           | 0.7836                 | 2     |
+| 0.5398     | 0.6647          | 0.6832                  | 0.7672               | 0.7228           | 0.7895                 | 3     |
+| 0.4379     | 0.6258          | 0.7092                  | 0.7697               | 0.7382           | 0.8069                 | 4     |
+| 0.3622     | 0.6494          | 0.7240                  | 0.8003               | 0.7602           | 0.8095                 | 5     |
+| 0.3033     | 0.6519          | 0.7096                  | 0.7983               | 0.7514           | 0.8111                 | 6     |
+| 0.2445     | 0.6550          | 0.7272                  | 0.7893               | 0.7570           | 0.8195                 | 7     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:85a16b8b703660aca63eb7908107e1fdb4c109914e394ad9644ebe134b6486f4
+oid sha256:cedbb8fa91b64fd8ddfead6b80818b84a7ffcaff66b13b6901573e15b9028e9c
 size 450829256