zibajoon commited on
Commit
76a41dc
·
1 Parent(s): 70aa8b0

End of training

Browse files
Files changed (2) hide show
  1. README.md +60 -0
  2. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-nc-sa-4.0
3
+ base_model: microsoft/layoutlmv2-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: 20231114_DocVQA_layoutlm2_full_dataset_50k_5_epochs
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # 20231114_DocVQA_layoutlm2_full_dataset_50k_5_epochs
15
+
16
+ This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.6737
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 5e-05
38
+ - train_batch_size: 32
39
+ - eval_batch_size: 32
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: linear
43
+ - lr_scheduler_warmup_steps: 500
44
+ - num_epochs: 2
45
+ - mixed_precision_training: Native AMP
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss |
50
+ |:-------------:|:-----:|:----:|:---------------:|
51
+ | 0.7512 | 1.0 | 1261 | 0.8101 |
52
+ | 0.5314 | 2.0 | 2522 | 0.6737 |
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.35.1
58
+ - Pytorch 2.1.0+cu118
59
+ - Datasets 2.14.6
60
+ - Tokenizers 0.14.1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3750f418314b1e21f242148c46d340e644f08a1f9d85e5fead8e013adb5ee040
3
  size 802053752
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b352a8c4564a38a970df10cd7dc58354373f6e17fda53da4cce8e783ffa8372b
3
  size 802053752