End of training

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: cc-by-4.0
+base_model: vesteinn/DanskBERT
+tags:
+- generated_from_trainer
+model-index:
+- name: danskbert_ED3
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# danskbert_ED3
+
+This model is a fine-tuned version of [vesteinn/DanskBERT](https://huggingface.co/vesteinn/DanskBERT) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4172
+- F1-score: 0.9180
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1-score |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 69   | 0.4185          | 0.8182   |
+| No log        | 2.0   | 138  | 0.2883          | 0.8771   |
+| No log        | 3.0   | 207  | 0.6676          | 0.8605   |
+| No log        | 4.0   | 276  | 0.4172          | 0.9180   |
+| No log        | 5.0   | 345  | 0.7406          | 0.8495   |
+| No log        | 6.0   | 414  | 0.6953          | 0.8668   |
+| No log        | 7.0   | 483  | 0.5687          | 0.9016   |
+| 0.2011        | 8.0   | 552  | 0.7013          | 0.8765   |
+| 0.2011        | 9.0   | 621  | 0.7086          | 0.8851   |
+| 0.2011        | 10.0  | 690  | 0.7390          | 0.8768   |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:72c30ea0670a84b82743a80f65d2bde47a4292c4864b2a47d0397078110123e8
+oid sha256:d2c73d41b0f6d058ec7665ecb0a6a62df6c1e076675bccda1dd50a3c0c9abaf5
 size 497817176

runs/Sep11_13-53-21_f010026f16db/events.out.tfevents.1726062829.f010026f16db.623.6

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3965eb171fd76a69d71456c12139bf4e17c23b23a6eefb8c2d0c5c6b93b68b41
-size 8547
+oid sha256:830cc49a036f2b99f7c158197271ba8b0aee400fc08132620a203263a611308f
+size 8901

runs/Sep11_13-53-21_f010026f16db/events.out.tfevents.1726063298.f010026f16db.623.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:146f4bf33693032d366934101e769f88996faab13ec8479e28ccae68cb1a2c7a
+size 411