End of training

README.md

@@ -4,6 +4,9 @@ license: cc-by-nc-sa-4.0
 base_model: microsoft/layoutlmv3-base
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
+- f1
 model-index:
 - name: layoutlmv3_document_classification
   results: []
@@ -16,14 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- eval_loss: 1.0959
-- eval_accuracy: 0.7912
-- eval_f1: 0.7730
-- eval_runtime: 33.1715
-- eval_samples_per_second: 21.947
-- eval_steps_per_second: 1.387
-- epoch: 3.8462
-- step: 700
+- Loss: 1.0329
+- Accuracy: 0.8070
+- F1: 0.7806
 
 ## Model description
 
@@ -51,6 +49,29 @@ The following hyperparameters were used during training:
 - lr_scheduler_warmup_steps: 500
 - num_epochs: 10
 
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
+| 0.9913        | 0.5587 | 100  | 1.2412          | 0.7790   | 0.7459 |
+| 0.9127        | 1.1173 | 200  | 1.2323          | 0.7804   | 0.7466 |
+| 0.9307        | 1.6760 | 300  | 1.2167          | 0.7874   | 0.7550 |
+| 0.8986        | 2.2346 | 400  | 1.2004          | 0.7888   | 0.7585 |
+| 0.8744        | 2.7933 | 500  | 1.1751          | 0.7860   | 0.7572 |
+| 0.7765        | 3.3520 | 600  | 1.1382          | 0.7874   | 0.7584 |
+| 0.7695        | 3.9106 | 700  | 1.1275          | 0.7930   | 0.7642 |
+| 0.7158        | 4.4693 | 800  | 1.0994          | 0.8056   | 0.7788 |
+| 0.7015        | 5.0279 | 900  | 1.0844          | 0.7902   | 0.7619 |
+| 0.6286        | 5.5866 | 1000 | 1.0828          | 0.8014   | 0.7728 |
+| 0.693         | 6.1453 | 1100 | 1.0715          | 0.8042   | 0.7768 |
+| 0.6291        | 6.7039 | 1200 | 1.0549          | 0.8070   | 0.7822 |
+| 0.6422        | 7.2626 | 1300 | 1.0502          | 0.8168   | 0.7924 |
+| 0.609         | 7.8212 | 1400 | 1.0368          | 0.8084   | 0.7828 |
+| 0.6022        | 8.3799 | 1500 | 1.0407          | 0.8098   | 0.7824 |
+| 0.5783        | 8.9385 | 1600 | 1.0343          | 0.8112   | 0.7843 |
+| 0.5635        | 9.4972 | 1700 | 1.0329          | 0.8070   | 0.7806 |
+
+
 ### Framework versions
 
 - Transformers 4.47.1

config.json

@@ -104,7 +104,8 @@
     "87": "LABEL_87",
     "88": "LABEL_88",
     "89": "LABEL_89",
-    "90": "LABEL_90"
+    "90": "LABEL_90",
+    "91": "LABEL_91"
   },
   "initializer_range": 0.02,
   "input_size": 224,
@@ -200,7 +201,8 @@
     "LABEL_88": 88,
     "LABEL_89": 89,
     "LABEL_9": 9,
-    "LABEL_90": 90
+    "LABEL_90": 90,
+    "LABEL_91": 91
   },
   "layer_norm_eps": 1e-05,
   "max_2d_position_embeddings": 1024,

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e174a8c84e27066e0e157d4f1c6c23a21c611699d1f7b4888ceacffd22160f25
-size 503976516
+oid sha256:6ad5e351cedc9dd3dcb6bcf882e74f5ac26aa198c41077a0b3f1612c16c91652
+size 503979592

tokenizer.json

@@ -1,7 +1,21 @@
 {
   "version": "1.0",
-  "truncation": null,
-  "padding": null,
+  "truncation": {
+    "direction": "Right",
+    "max_length": 512,
+    "strategy": "LongestFirst",
+    "stride": 0
+  },
+  "padding": {
+    "strategy": {
+      "Fixed": 512
+    },
+    "direction": "Right",
+    "pad_to_multiple_of": null,
+    "pad_id": 1,
+    "pad_type_id": 0,
+    "pad_token": "<pad>"
+  },
   "added_tokens": [
     {
       "id": 0,