Training in progress, epoch 1

README.md

@@ -1,6 +1,7 @@
 ---
 library_name: transformers
-base_model: FacebookAI/xlm-roberta-large-finetuned-conll03-german
+license: apache-2.0
+base_model: mschiesser/ner-bert-german
 tags:
 - generated_from_trainer
 metrics:
@@ -18,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # ner_model
 
-This model is a fine-tuned version of [FacebookAI/xlm-roberta-large-finetuned-conll03-german](https://huggingface.co/FacebookAI/xlm-roberta-large-finetuned-conll03-german) on the None dataset.
+This model is a fine-tuned version of [mschiesser/ner-bert-german](https://huggingface.co/mschiesser/ner-bert-german) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2261
-- Precision: 0.1857
-- Recall: 0.0872
-- F1: 0.1187
-- Accuracy: 0.9294
+- Loss: 0.3068
+- Precision: 0.1571
+- Recall: 0.0256
+- F1: 0.044
+- Accuracy: 0.9302
 
 ## Model description
 
@@ -55,12 +56,12 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 0     | 0    | 14.3585         | 0.0       | 0.0    | 0.0    | 0.0109   |
-| No log        | 1.0   | 5    | 0.5506          | 0.0       | 0.0    | 0.0    | 0.9201   |
-| No log        | 2.0   | 10   | 0.3615          | 0.0       | 0.0    | 0.0    | 0.9214   |
-| No log        | 3.0   | 15   | 0.2907          | 0.0286    | 0.0045 | 0.0077 | 0.9249   |
-| No log        | 4.0   | 20   | 0.2449          | 0.2164    | 0.0649 | 0.0998 | 0.9267   |
-| No log        | 5.0   | 25   | 0.2261          | 0.1857    | 0.0872 | 0.1187 | 0.9294   |
+| No log        | 0     | 0    | 2.1684          | 0.0102    | 0.0140 | 0.0118 | 0.0235   |
+| No log        | 1.0   | 5    | 0.4341          | 0.0       | 0.0    | 0.0    | 0.9205   |
+| No log        | 2.0   | 10   | 0.3826          | 0.1061    | 0.0163 | 0.0282 | 0.9261   |
+| No log        | 3.0   | 15   | 0.3359          | 0.1406    | 0.0209 | 0.0364 | 0.9294   |
+| No log        | 4.0   | 20   | 0.3159          | 0.1618    | 0.0256 | 0.0442 | 0.9298   |
+| No log        | 5.0   | 25   | 0.3068          | 0.1571    | 0.0256 | 0.044  | 0.9302   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:697462b03767480ea9ec816edc042ca0ffb059cdc540b1d22b7ff660d5626713
 size 709102436

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9665f1fdeeed6817786e11104e4c4877c7ec4ce1558a33094f472ed7367544ff
+oid sha256:ffe8be95f5c47cac35314c2fb2db88348cf4b3ebf585124498131876da9b1779
 size 5176