Hugging Face's logo

MichaelSargious
/
ner_model

Token Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MichaelSargious commited on
Commit
5c23fb4
·
verified ·
1 Parent(s): 10c2445

Model save

Browse files
Files changed (2) hide show
  1. README.md +10 -10
  2. model.safetensors +1 -1
README.md CHANGED
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
21
 
22
  This model is a fine-tuned version of [mschiesser/ner-bert-german](https://huggingface.co/mschiesser/ner-bert-german) on the None dataset.
23
  It achieves the following results on the evaluation set:
24
- - Loss: 0.3068
25
- - Precision: 0.1571
26
  - Recall: 0.0256
27
- - F1: 0.044
28
- - Accuracy: 0.9302
29
 
30
  ## Model description
31
 
@@ -56,12 +56,12 @@ The following hyperparameters were used during training:
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
58
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
59
- | No log | 0 | 0 | 2.1684 | 0.0102 | 0.0140 | 0.0118 | 0.0235 |
60
- | No log | 1.0 | 5 | 0.4341 | 0.0 | 0.0 | 0.0 | 0.9205 |
61
- | No log | 2.0 | 10 | 0.3826 | 0.1061 | 0.0163 | 0.0282 | 0.9261 |
62
- | No log | 3.0 | 15 | 0.3359 | 0.1406 | 0.0209 | 0.0364 | 0.9294 |
63
- | No log | 4.0 | 20 | 0.3159 | 0.1618 | 0.0256 | 0.0442 | 0.9298 |
64
- | No log | 5.0 | 25 | 0.3068 | 0.1571 | 0.0256 | 0.044 | 0.9302 |
65
 
66
 
67
  ### Framework versions
 
21
 
22
  This model is a fine-tuned version of [mschiesser/ner-bert-german](https://huggingface.co/mschiesser/ner-bert-german) on the None dataset.
23
  It achieves the following results on the evaluation set:
24
+ - Loss: 0.3244
25
+ - Precision: 0.1803
26
  - Recall: 0.0256
27
+ - F1: 0.0448
28
+ - Accuracy: 0.9275
29
 
30
  ## Model description
31
 
 
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
58
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
59
+ | No log | 0 | 0 | 2.1970 | 0.0028 | 0.0116 | 0.0045 | 0.0200 |
60
+ | No log | 1.0 | 5 | 0.4556 | 0.0 | 0.0 | 0.0 | 0.9205 |
61
+ | No log | 2.0 | 10 | 0.3726 | 0.0625 | 0.0047 | 0.0087 | 0.9223 |
62
+ | No log | 3.0 | 15 | 0.3606 | 0.1351 | 0.0233 | 0.0397 | 0.9258 |
63
+ | No log | 4.0 | 20 | 0.3337 | 0.1493 | 0.0233 | 0.0402 | 0.9267 |
64
+ | No log | 5.0 | 25 | 0.3244 | 0.1803 | 0.0256 | 0.0448 | 0.9275 |
65
 
66
 
67
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:697462b03767480ea9ec816edc042ca0ffb059cdc540b1d22b7ff660d5626713
3
  size 709102436
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:402d957751846d401ae65e62d8b336f61ad5a664e6dcbc02ed0de7957d590a64
3
  size 709102436