End of training

README.md

@@ -0,0 +1,62 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: bert-large-uncased-detect-dep
+  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. -->
+
+# bert-large-uncased-detect-dep
+
+This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5443
+- Accuracy: 0.751
+- F1: 0.8207
+
+## 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-06
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.624         | 1.0   | 1502 | 0.5375          | 0.737    | 0.8182 |
+| 0.5855        | 2.0   | 3004 | 0.5443          | 0.751    | 0.8207 |
+
+
+### Framework versions
+
+- Transformers 4.30.2
+- Pytorch 2.0.1+cu118
+- Datasets 2.13.1
+- Tokenizers 0.13.3

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:41b9d8c3bfd203f7a0cb3089d1a534c032059355852d4e24968a33aae9cc844d
+oid sha256:0be3f6b615bde7454d498c6c8a956ca17eb8d0636556f7f4cdce0dbce4b9d465
 size 1340714613

runs/Jul09_14-56-59_31f695c25d7c/events.out.tfevents.1688914934.31f695c25d7c.730.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:63dae24bbe6f9e2aec2a0594e35a97cb4e2874d3af8f05632102175d2bd7406d
-size 5429
+oid sha256:7c406a55e8addcfb004970415afc26e0dd9e6e5cfdf225f86c7e6b9c3152f28c
+size 6152