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: 0.8504
+- Matthews Correlation: 0.5414
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------:|
+| 0.5214        | 1.0   | 535  | 0.4706          | 0.4369               |
+| 0.3476        | 2.0   | 1070 | 0.4680          | 0.5142               |
+| 0.2381        | 3.0   | 1605 | 0.6359          | 0.5242               |
+| 0.1717        | 4.0   | 2140 | 0.7620          | 0.4936               |
+| 0.1271        | 5.0   | 2675 | 0.8504          | 0.5414               |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.17.1
+- Tokenizers 0.15.2

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:898393778ce7042a1efb3097cc222ff0cce7a7e4066ef2da185163adc2e8765b
+oid sha256:0d6f12597122d364a713fec7329d1b1c0c679f915fea4974480ef1507039d692
 size 267832560

runs/Feb22_04-44-34_2ac1b98f94f9/events.out.tfevents.1708577434.2ac1b98f94f9.6061.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:467f1d2713df8ce66e43d6114bf2f8092cdd60ee87e1ff11aad4cd11c518572f
-size 6710
+oid sha256:09a85517e5cc238d35abf778bf2237a409e8ea5c76f001f18747f303d968b2fd
+size 7610

runs/Feb22_04-44-34_2ac1b98f94f9/events.out.tfevents.1708581748.2ac1b98f94f9.6061.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9917a8ceaf29be3861f2b3d1d8bef30b3f8b282914f8bbe1bef42ddfa1178be
+size 423