Hugging Face's logo

raulgdp
/
xlnet-base-cased-HU

Text Classification
Transformers
TensorBoard
Safetensors
xlnet
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
raulgdp commited on
Commit
1bd3852
•
1 Parent(s): c3027e7

End of training

Browse files
Files changed (3) hide show
  1. README.md +18 -13
  2. model.safetensors +1 -1
  3. runs/Jul04_10-29-52_raul-MS-7B98/events.out.tfevents.1720107005.raul-MS-7B98.7469.2 +2 -2
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [xlnet-base-cased](https://huggingface.co/xlnet-base-cased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.6789
24
- - Accuracy: 0.5866
25
- - F1: 0.0
26
- - Precision: 0.0
27
- - Recall: 0.0
28
 
29
  ## Model description
30
 
@@ -49,17 +49,22 @@ The following hyperparameters were used during training:
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: linear
52
- - num_epochs: 5
53
 
54
  ### Training results
55
 
56
- | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
57
- |:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|:---------:|:------:|
58
- | 0.7055 | 1.0 | 64 | 0.6790 | 0.5866 | 0.0 | 0.0 | 0.0 |
59
- | 0.6912 | 2.0 | 128 | 0.6789 | 0.5866 | 0.0 | 0.0 | 0.0 |
60
- | 0.6891 | 3.0 | 192 | 0.6819 | 0.5866 | 0.0 | 0.0 | 0.0 |
61
- | 0.6892 | 4.0 | 256 | 0.6781 | 0.5866 | 0.0 | 0.0 | 0.0 |
62
- | 0.6875 | 5.0 | 320 | 0.6789 | 0.5866 | 0.0 | 0.0 | 0.0 |
 
 
 
 
 
63
 
64
 
65
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [xlnet-base-cased](https://huggingface.co/xlnet-base-cased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.8571
24
+ - Accuracy: 0.8465
25
+ - F1: 0.7979
26
+ - Precision: 0.875
27
+ - Recall: 0.7333
28
 
29
  ## Model description
30
 
 
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: linear
52
+ - num_epochs: 10
53
 
54
  ### Training results
55
 
56
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
57
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
58
+ | 0.7086 | 1.0 | 64 | 0.6695 | 0.5866 | 0.0 | 0.0 | 0.0 |
59
+ | 0.6423 | 2.0 | 128 | 0.6102 | 0.6929 | 0.6777 | 0.5985 | 0.7810 |
60
+ | 0.5089 | 3.0 | 192 | 0.5276 | 0.7756 | 0.7016 | 0.7791 | 0.6381 |
61
+ | 0.491 | 4.0 | 256 | 0.8212 | 0.7559 | 0.6310 | 0.8413 | 0.5048 |
62
+ | 0.3367 | 5.0 | 320 | 0.6119 | 0.8189 | 0.7982 | 0.7398 | 0.8667 |
63
+ | 0.2412 | 6.0 | 384 | 0.4921 | 0.8346 | 0.7742 | 0.8889 | 0.6857 |
64
+ | 0.154 | 7.0 | 448 | 0.8891 | 0.8268 | 0.7609 | 0.8861 | 0.6667 |
65
+ | 0.1075 | 8.0 | 512 | 0.9218 | 0.8504 | 0.8021 | 0.8851 | 0.7333 |
66
+ | 0.081 | 9.0 | 576 | 0.8782 | 0.8465 | 0.7958 | 0.8837 | 0.7238 |
67
+ | 0.0727 | 10.0 | 640 | 0.8571 | 0.8465 | 0.7979 | 0.875 | 0.7333 |
68
 
69
 
70
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fbce9b13a89ea231be5be0e7a899f5786d6a5e2fdc549f06a479c1c54d52fd6b
3
  size 469264592
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1d63b8a49bc6ff3bd902d5a19ce22d0557175f01ca7878c7fafb220d73fa436
3
  size 469264592
runs/Jul04_10-29-52_raul-MS-7B98/events.out.tfevents.1720107005.raul-MS-7B98.7469.2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:be7ddde5ee39ae2c1cd1ed523b62c60acd909541ed2e6fd601e767d06b32fbcd
3
- size 10652
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1dee6abeb0335f959a06581b0a8a1495bc098a36879732e5b6aac40fb90ea5ee
3
+ size 12372