End of training
Browse files
README.md
ADDED
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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: layoutlmv2-base-uncased_finetuned_docvqa_v2
|
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 |
+
# layoutlmv2-base-uncased_finetuned_docvqa_v2
|
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: 2.4977
|
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: 8
|
39 |
+
- eval_batch_size: 8
|
40 |
+
- seed: 42
|
41 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
+
- lr_scheduler_type: linear
|
43 |
+
- num_epochs: 10
|
44 |
+
|
45 |
+
### Training results
|
46 |
+
|
47 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
+
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
+
| 5.1316 | 0.44 | 50 | 4.3296 |
|
50 |
+
| 4.3071 | 0.88 | 100 | 3.9311 |
|
51 |
+
| 3.8545 | 1.33 | 150 | 3.7061 |
|
52 |
+
| 3.6578 | 1.77 | 200 | 3.5642 |
|
53 |
+
| 3.2506 | 2.21 | 250 | 3.3789 |
|
54 |
+
| 2.9991 | 2.65 | 300 | 3.1969 |
|
55 |
+
| 2.7893 | 3.1 | 350 | 3.2842 |
|
56 |
+
| 2.3975 | 3.54 | 400 | 2.8765 |
|
57 |
+
| 2.1188 | 3.98 | 450 | 3.0513 |
|
58 |
+
| 1.9405 | 4.42 | 500 | 2.6575 |
|
59 |
+
| 1.7123 | 4.87 | 550 | 2.8113 |
|
60 |
+
| 1.6361 | 5.31 | 600 | 2.6848 |
|
61 |
+
| 1.5425 | 5.75 | 650 | 2.7986 |
|
62 |
+
| 1.2871 | 6.19 | 700 | 2.9508 |
|
63 |
+
| 1.1132 | 6.64 | 750 | 2.7070 |
|
64 |
+
| 1.1105 | 7.08 | 800 | 2.6293 |
|
65 |
+
| 0.8855 | 7.52 | 850 | 2.9005 |
|
66 |
+
| 0.9427 | 7.96 | 900 | 2.4977 |
|
67 |
+
| 0.8359 | 8.41 | 950 | 2.7100 |
|
68 |
+
| 0.7038 | 8.85 | 1000 | 2.8090 |
|
69 |
+
| 0.7068 | 9.29 | 1050 | 2.8265 |
|
70 |
+
| 0.7037 | 9.73 | 1100 | 2.8136 |
|
71 |
+
|
72 |
+
|
73 |
+
### Framework versions
|
74 |
+
|
75 |
+
- Transformers 4.35.0
|
76 |
+
- Pytorch 2.1.0+cu118
|
77 |
+
- Datasets 2.14.6
|
78 |
+
- Tokenizers 0.14.1
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 802053752
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:353e24f44d6a52cb198936d34eb692de2cc2728401c109ae70b4a87c0a0239fd
|
3 |
size 802053752
|
runs/Nov02_19-03-41_e77b806ed768/events.out.tfevents.1698951837.e77b806ed768.830.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:47ae8853664d2797fd8af5f038ae997b009da3fc1d19e0394e5974fd33de5ef7
|
3 |
+
size 16101
|
runs/Nov02_19-03-41_e77b806ed768/events.out.tfevents.1698956450.e77b806ed768.830.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:43f2a04b9be09cfb69a0f7ac9c608cd5eafb0ad4f9bdbe6d1650b604b5d52aad
|
3 |
+
size 359
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:96592494c5fa01eab63883b5514815da2ba1ccd3ed3746b0492dc5c6ebde28d5
|
3 |
+
size 4600
|