DunnBC22 commited on
Commit
56d448f
1 Parent(s): 1f22f4d

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +58 -0
README.md ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - generated_from_trainer
4
+ model-index:
5
+ - name: trocr-base-handwritten-OCR-handwriting_recognition_v2
6
+ results: []
7
+ ---
8
+
9
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
10
+ should probably proofread and complete it, then remove this comment. -->
11
+
12
+ # trocr-base-handwritten-OCR-handwriting_recognition_v2
13
+
14
+ This model is a fine-tuned version of [microsoft/trocr-base-handwritten](https://huggingface.co/microsoft/trocr-base-handwritten) on an unknown dataset.
15
+ It achieves the following results on the evaluation set:
16
+ - Loss: 0.2470
17
+ - Cer: 0.0360
18
+
19
+ ## Model description
20
+
21
+ More information needed
22
+
23
+ ## Intended uses & limitations
24
+
25
+ More information needed
26
+
27
+ ## Training and evaluation data
28
+
29
+ More information needed
30
+
31
+ ## Training procedure
32
+
33
+ ### Training hyperparameters
34
+
35
+ The following hyperparameters were used during training:
36
+ - learning_rate: 5e-05
37
+ - train_batch_size: 8
38
+ - eval_batch_size: 8
39
+ - seed: 42
40
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
41
+ - lr_scheduler_type: linear
42
+ - num_epochs: 3
43
+
44
+ ### Training results
45
+
46
+ | Training Loss | Epoch | Step | Validation Loss | Cer |
47
+ |:-------------:|:-----:|:----:|:---------------:|:------:|
48
+ | 0.4292 | 1.0 | 2500 | 0.4332 | 0.0679 |
49
+ | 0.2521 | 2.0 | 5000 | 0.2767 | 0.0483 |
50
+ | 0.1049 | 3.0 | 7500 | 0.2470 | 0.0360 |
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - Transformers 4.26.0
56
+ - Pytorch 1.12.1
57
+ - Datasets 2.8.0
58
+ - Tokenizers 0.12.1