End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: bert-base-uncased
+tags:
+- generated_from_trainer
+datasets:
+- swag
+metrics:
+- accuracy
+model-index:
+- name: my_awesome_swag_model
+  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. -->
+
+# my_awesome_swag_model
+
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the swag dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0449
+- Accuracy: 0.7878
+
+## 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-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: 3
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.7784        | 1.0   | 4597  | 0.5916          | 0.7655   |
+| 0.3817        | 2.0   | 9194  | 0.6262          | 0.7813   |
+| 0.1508        | 3.0   | 13791 | 1.0449          | 0.7878   |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu118
+- Datasets 2.15.0
+- Tokenizers 0.15.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5f2e49257f2531923b8bfbcc73981d1a1179a90046387739548d194f224c5563
+oid sha256:8f1bd0f8dfe4707c22e6a5553a1ecc15e322600eaf00cb0b53e7a927d323572a
 size 437955572

runs/Nov17_09-25-28_e7a2245f4456/events.out.tfevents.1700213129.e7a2245f4456.17912.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f980288435e3e60abe30ae2851211e6d564360e11629a002f30bb872677f0f52
-size 9428
+oid sha256:d1504942710dc9e882f236ba26d17f563b3d2aab2ec37be0582ec39c8cde8eef
+size 9782