Hugging Face's logo

Rocketknight1
/
distilbert-base-uncased-finetuned-ner

Token Classification
Transformers
TensorFlow
TensorBoard
distilbert
generated_from_keras_callback
Inference Endpoints
Model card Files Metrics Community
1
Rocketknight1 HF staff commited on
Commit
cf14606
·
1 Parent(s): 871ca9f

Training in progress epoch 0

Browse files
Files changed (4) hide show
  1. README.md +8 -10
  2. logs/train/events.out.tfevents.1643287969.matt-TRX40-AORUS-PRO-WIFI.331133.0.v2 +3 -0
  3. logs/validation/events.out.tfevents.1643288006.matt-TRX40-AORUS-PRO-WIFI.331133.1.v2 +3 -0
  4. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,13 +14,13 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.0346
18
- - Validation Loss: 0.0602
19
- - Train Precision: 0.9215
20
- - Train Recall: 0.9328
21
- - Train F1: 0.9271
22
- - Train Accuracy: 0.9830
23
- - Epoch: 2
24
 
25
  ## Model description
26
 
@@ -46,9 +46,7 @@ The following hyperparameters were used during training:
46
 
47
  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
48
  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
49
- | 0.1908 | 0.0726 | 0.9046 | 0.9159 | 0.9102 | 0.9798 | 0 |
50
- | 0.0536 | 0.0602 | 0.9144 | 0.9306 | 0.9224 | 0.9823 | 1 |
51
- | 0.0346 | 0.0602 | 0.9215 | 0.9328 | 0.9271 | 0.9830 | 2 |
52
 
53
 
54
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.1991
18
+ - Validation Loss: 0.0729
19
+ - Train Precision: 0.9125
20
+ - Train Recall: 0.9165
21
+ - Train F1: 0.9145
22
+ - Train Accuracy: 0.9801
23
+ - Epoch: 0
24
 
25
  ## Model description
26
 
 
46
 
47
  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
48
  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
49
+ | 0.1991 | 0.0729 | 0.9125 | 0.9165 | 0.9145 | 0.9801 | 0 |
 
 
50
 
51
 
52
  ### Framework versions
logs/train/events.out.tfevents.1643287969.matt-TRX40-AORUS-PRO-WIFI.331133.0.v2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ba27c985c8511ea09b360f2f933a9e74a9796bbd44560a476364908127c2639
3
+ size 1607798
logs/validation/events.out.tfevents.1643288006.matt-TRX40-AORUS-PRO-WIFI.331133.1.v2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a9176f2139e2ec7a1abc02ce8975651d13fe3842ecfd2d7e4d17e28969d18192
3
+ size 194
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:15adc34a460674322a5a66ac95ec29137aefe6764a228c003f0db248e4d30644
3
  size 265606504
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a9d93db3fdc7587944aef84a845bfa9ea8bfc005701d6cf29f61c6e7fe12e55
3
  size 265606504