ugrozkr
/

bert-base-turkish-cased-finetuned-ner

Token Classification

Generated from Trainer

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

ugrozkr commited on Nov 22, 2023

Commit

9b0e689

•

1 Parent(s): efe0dda

Model save

Files changed (2) hide show

README.md +7 -7
model.safetensors +1 -1

README.md CHANGED Viewed

@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1591
-- Precision: 0.9068
 - Recall: 0.9245
-- F1: 0.9156
-- Accuracy: 0.9622
 ## Model description
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| 0.2222        | 1.0   | 1250 | 0.1655          | 0.8835    | 0.9037 | 0.8935 | 0.9533   |
-| 0.1227        | 2.0   | 2500 | 0.1618          | 0.8954    | 0.9199 | 0.9075 | 0.9590   |
-| 0.0783        | 3.0   | 3750 | 0.1591          | 0.9068    | 0.9245 | 0.9156 | 0.9622   |
 ### Framework versions

 This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on the None dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.1560
+- Precision: 0.9099
 - Recall: 0.9245
+- F1: 0.9171
+- Accuracy: 0.9629
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
+| 0.2198        | 1.0   | 1250 | 0.1644          | 0.8814    | 0.9053 | 0.8932 | 0.9538   |
+| 0.1222        | 2.0   | 2500 | 0.1549          | 0.9020    | 0.9195 | 0.9107 | 0.9602   |
+| 0.0766        | 3.0   | 3750 | 0.1560          | 0.9099    | 0.9245 | 0.9171 | 0.9629   |
 ### Framework versions

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aeea2a82e11c6e9445e9e3815ed273eb4a272aa9c9c7a119c6e9cb6986d3ea7f
 size 440158036

 version https://git-lfs.github.com/spec/v1
+oid sha256:fe0140bf9ae6326f8c55cdafab3adba198e90d0c7943a213df17c5b04cc92847
 size 440158036