End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- matthews_correlation
+model-index:
+- name: distilbert-base-uncased-finetuned-cola
+  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. -->
+
+# distilbert-base-uncased-finetuned-cola
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8426
+- Matthews Correlation: 0.5154
+
+## 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: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------:|
+| 0.5221        | 1.0   | 535  | 0.4544          | 0.4449               |
+| 0.351         | 2.0   | 1070 | 0.4792          | 0.4815               |
+| 0.2335        | 3.0   | 1605 | 0.6679          | 0.4871               |
+| 0.1777        | 4.0   | 2140 | 0.8426          | 0.5154               |
+| 0.1305        | 5.0   | 2675 | 0.8664          | 0.5136               |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.17.1
+- Tokenizers 0.15.2

runs/Feb27_12-55-59_86e2730489af/events.out.tfevents.1709039324.86e2730489af.508.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd72e5e624bd0bf95587b9675f94e915f90afbd7c853fcc916346faf2de02eb4
-size 6710
+oid sha256:50f34655c0931a6bf0dcf071109ffeb5c292060abb89650f1853138bf38d6256
+size 7610

runs/Feb27_12-55-59_86e2730489af/events.out.tfevents.1709039611.86e2730489af.508.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d6dc0a18bcb342992b717456447429931716af52275128a468452bbae90606c
+size 423