Training completed!

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+base_model: bert-base-cased
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: bert-base-cased-news-16batch_10epoch_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. -->
+
+# bert-base-cased-news-16batch_10epoch_2e5lr_01wd
+
+This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4558
+- F1: 0.9211
+
+## 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: 47
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | F1     |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 0.0626        | 1.0   | 3124  | 0.2043          | 0.9160 |
+| 0.0337        | 2.0   | 6248  | 0.2799          | 0.9154 |
+| 0.0243        | 3.0   | 9372  | 0.2959          | 0.9144 |
+| 0.0077        | 4.0   | 12496 | 0.3115          | 0.9195 |
+| 0.0085        | 5.0   | 15620 | 0.3588          | 0.9172 |
+| 0.0073        | 6.0   | 18744 | 0.3413          | 0.9175 |
+| 0.0028        | 7.0   | 21868 | 0.3517          | 0.9217 |
+| 0.001         | 8.0   | 24992 | 0.4161          | 0.9238 |
+| 0.0011        | 9.0   | 28116 | 0.4539          | 0.9230 |
+| 0.0           | 10.0  | 31240 | 0.4558          | 0.9211 |
+
+
+### 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 sha256:57b0e01a9b6d1dd9df9d9c026baede657043f8a2d9f4058f64eb982331b50012
+oid sha256:78cfe9978fecabab7735288a6cecc5376e0b0ae4a68a077e33cb5975b3cb2bd7
 size 433270768

runs/Dec05_22-23-46_gr046.hpc.nyu.edu/events.out.tfevents.1701833027.gr046.hpc.nyu.edu.1350177.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:84ad624da5eaacdcdbc22d707e902ea5a89613143db12403fd92fb14a3b01848
-size 16999
+oid sha256:eac316500aafccebba760f50a48d21a3f65b195c376355ccfa0375c60c4fd759
+size 17682