End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: bert-large-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: bert-large-uncased-detect-dep-v6
+  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-v6
+
+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: 0.5880
+- Accuracy: 0.748
+- F1: 0.8150
+
+## 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: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.6329        | 1.0   | 1502 | 0.5451          | 0.75     | 0.8237 |
+| 0.5888        | 2.0   | 3004 | 0.5412          | 0.752    | 0.8226 |
+| 0.5588        | 3.0   | 4506 | 0.5880          | 0.748    | 0.8150 |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- 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 sha256:8fc830b16920253b736dd6ab8441069ede8a731522aaa21b3ce51499a99f5bd1
+oid sha256:0040a26a58d26925f10996c19b2c2a4c46b29e66d7206e2514717c921f71d5ef
 size 1340710193

runs/Jul23_11-39-47_5cbb18d89f86/events.out.tfevents.1690112771.5cbb18d89f86.491.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3614a3774a309f19cc0dc1d05c4c0733dc00da38f12ff06c29cbcd0ced780136
-size 6313
+oid sha256:099c4fd3bc6e20d55568ca89ffe9020edbca4188aefbdcd1e911c8e102383875
+size 7036