End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: distilbert-base-uncased-finetuned-adl_hw1
+  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-adl_hw1
+
+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: 1.7706
+- Accuracy: 0.002
+
+## 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 | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 4.3076        | 1.0   | 938  | 1.7706          | 0.002    |
+| 1.1927        | 2.0   | 1876 | 0.4921          | 0.0      |
+| 0.2975        | 3.0   | 2814 | 0.2542          | 0.0      |
+| 0.1187        | 4.0   | 3752 | 0.1990          | 0.0003   |
+| 0.0725        | 5.0   | 4690 | 0.1895          | 0.0003   |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9332c33eaf4400b97ac698687f54e5b18092204dc75e88b9571ffef03677f585
+oid sha256:b99bbbc63b2d3d9dfe36209e58646bad7cb285e0bcd45a79a86d9ad4fbf4ee87
 size 268287824

runs/Mar30_16-04-31_95a315527789/events.out.tfevents.1711814680.95a315527789.236.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0b48f48a91cda38598c71b2c2486c269e4ede4b5ce2be9e4672510666e706c00
-size 14537
+oid sha256:eaac89105ba5813a2739cef8b377c86cd298a884cff34d8855ca130d1fab7e55
+size 14891

runs/Mar30_16-04-31_95a315527789/events.out.tfevents.1711815067.95a315527789.236.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51658449159d7cef0cea922fbddfeec4c8c22669b1906f3e7d0c469302699ea5
+size 411