End of training
Browse files
README.md
ADDED
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: dccuchile/bert-base-spanish-wwm-cased
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
metrics:
|
6 |
+
- accuracy
|
7 |
+
- f1
|
8 |
+
model-index:
|
9 |
+
- name: ABL_trad_h
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# ABL_trad_h
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.3621
|
21 |
+
- Accuracy: 0.6867
|
22 |
+
- F1: 0.6845
|
23 |
+
|
24 |
+
## Model description
|
25 |
+
|
26 |
+
More information needed
|
27 |
+
|
28 |
+
## Intended uses & limitations
|
29 |
+
|
30 |
+
More information needed
|
31 |
+
|
32 |
+
## Training and evaluation data
|
33 |
+
|
34 |
+
More information needed
|
35 |
+
|
36 |
+
## Training procedure
|
37 |
+
|
38 |
+
### Training hyperparameters
|
39 |
+
|
40 |
+
The following hyperparameters were used during training:
|
41 |
+
- learning_rate: 1e-05
|
42 |
+
- train_batch_size: 12
|
43 |
+
- eval_batch_size: 12
|
44 |
+
- seed: 42
|
45 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
+
- lr_scheduler_type: linear
|
47 |
+
- num_epochs: 24
|
48 |
+
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
52 |
+
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
|
53 |
+
| 1.0316 | 1.0 | 1000 | 0.9725 | 0.5383 | 0.5182 |
|
54 |
+
| 0.8887 | 2.0 | 2000 | 0.8652 | 0.5925 | 0.5901 |
|
55 |
+
| 0.8132 | 3.0 | 3000 | 0.8327 | 0.6175 | 0.6143 |
|
56 |
+
| 0.7639 | 4.0 | 4000 | 0.8030 | 0.6367 | 0.6356 |
|
57 |
+
| 0.7233 | 5.0 | 5000 | 0.7969 | 0.6433 | 0.6408 |
|
58 |
+
| 0.6977 | 6.0 | 6000 | 0.7848 | 0.6508 | 0.6500 |
|
59 |
+
| 0.6531 | 7.0 | 7000 | 0.7923 | 0.66 | 0.6590 |
|
60 |
+
| 0.6149 | 8.0 | 8000 | 0.7879 | 0.6683 | 0.6667 |
|
61 |
+
| 0.5964 | 9.0 | 9000 | 0.7835 | 0.6708 | 0.6705 |
|
62 |
+
| 0.5508 | 10.0 | 10000 | 0.8072 | 0.6725 | 0.6701 |
|
63 |
+
| 0.5288 | 11.0 | 11000 | 0.8277 | 0.665 | 0.6604 |
|
64 |
+
| 0.4828 | 12.0 | 12000 | 0.8436 | 0.6833 | 0.6810 |
|
65 |
+
| 0.4457 | 13.0 | 13000 | 0.8679 | 0.6717 | 0.6681 |
|
66 |
+
| 0.432 | 14.0 | 14000 | 0.8695 | 0.6692 | 0.6679 |
|
67 |
+
| 0.4128 | 15.0 | 15000 | 0.9217 | 0.6858 | 0.6833 |
|
68 |
+
| 0.3831 | 16.0 | 16000 | 0.9300 | 0.6733 | 0.6714 |
|
69 |
+
| 0.3471 | 17.0 | 17000 | 0.9796 | 0.675 | 0.6726 |
|
70 |
+
| 0.3245 | 18.0 | 18000 | 1.0319 | 0.6742 | 0.6726 |
|
71 |
+
| 0.3016 | 19.0 | 19000 | 1.0977 | 0.6733 | 0.6692 |
|
72 |
+
| 0.2702 | 20.0 | 20000 | 1.1130 | 0.6667 | 0.6634 |
|
73 |
+
| 0.2602 | 21.0 | 21000 | 1.1475 | 0.6758 | 0.6741 |
|
74 |
+
| 0.2316 | 22.0 | 22000 | 1.2237 | 0.6725 | 0.6694 |
|
75 |
+
| 0.2176 | 23.0 | 23000 | 1.2664 | 0.6775 | 0.6758 |
|
76 |
+
| 0.2067 | 24.0 | 24000 | 1.3621 | 0.6867 | 0.6845 |
|
77 |
+
|
78 |
+
|
79 |
+
### Framework versions
|
80 |
+
|
81 |
+
- Transformers 4.37.2
|
82 |
+
- Pytorch 2.1.0+cu121
|
83 |
+
- Datasets 2.16.1
|
84 |
+
- Tokenizers 0.15.1
|
runs/May24_20-54-03_PcJavierOmen/events.out.tfevents.1716576844.PcJavierOmen.4120.0
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:f420d1a4c8d041f28fcd5090ddcc42dcde5ac82e906e580cf0ebdd7e9689e14c
|
3 |
+
size 21422
|
runs/May24_20-54-03_PcJavierOmen/events.out.tfevents.1716580135.PcJavierOmen.4120.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ffd335c58eee8506a57649abade81307b030799df105fbb924ed92a4c3ba89d9
|
3 |
+
size 464
|