Training completed!

README.md

@@ -0,0 +1,62 @@
+---
+license: cc-by-sa-4.0
+base_model: nlpaueb/legal-bert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: topic-legal-bert-base-uncased-supreme-court-32batch_3epoch_2e5lr_01wd
+  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. -->
+
+# topic-legal-bert-base-uncased-supreme-court-32batch_3epoch_2e5lr_01wd
+
+This model is a fine-tuned version of [nlpaueb/legal-bert-base-uncased](https://huggingface.co/nlpaueb/legal-bert-base-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7255
+- Accuracy: 0.7807
+
+## 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: 32
+- eval_batch_size: 32
+- seed: 7
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 1.1493        | 1.0   | 660  | 0.7953          | 0.7551   |
+| 0.7027        | 2.0   | 1320 | 0.7382          | 0.7736   |
+| 0.5855        | 3.0   | 1980 | 0.7255          | 0.7807   |
+
+
+### Framework versions
+
+- Transformers 4.35.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.14.6
+- Tokenizers 0.14.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3cfea7e882edb9389be0aead152329ef88d33f49d9fbec609c5fa80b7f39f562
+oid sha256:26e9ded844a2d43c69b07fda5eb4ff4229f1a583843b98fab863a748cd852ebc
 size 437995560

runs/Dec03_17-46-32_gr049.hpc.nyu.edu/events.out.tfevents.1701643593.gr049.hpc.nyu.edu.3475709.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cb16ac135f7eaf5a4c217d0e998b661b018256dd6d8c90d02b72f33adb46d03e
-size 6117
+oid sha256:13b7a679033581208d95593c33f2ce32febd1b20daa05ef5f6ca467e88bc7354
+size 6794