End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+base_model: Twitter/twhin-bert-base
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: twhin-bert-base
+  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. -->
+
+# twhin-bert-base
+
+This model is a fine-tuned version of [Twitter/twhin-bert-base](https://huggingface.co/Twitter/twhin-bert-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9505
+- F1: 0.4
+
+## 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-06
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- 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     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 0.6761        | 1.0   | 189  | 0.6155          | 0.0    |
+| 0.6234        | 2.0   | 378  | 0.6077          | 0.1961 |
+| 0.612         | 3.0   | 567  | 0.6394          | 0.2333 |
+| 0.611         | 4.0   | 756  | 0.6725          | 0.4533 |
+| 0.59          | 5.0   | 945  | 0.6929          | 0.4198 |
+| 0.5866        | 6.0   | 1134 | 0.9161          | 0.3385 |
+| 0.628         | 7.0   | 1323 | 0.8932          | 0.3824 |
+| 0.4787        | 8.0   | 1512 | 0.9278          | 0.3824 |
+| 0.5853        | 9.0   | 1701 | 0.9531          | 0.3944 |
+| 0.5249        | 10.0  | 1890 | 0.9505          | 0.4    |
+
+
+### Framework versions
+
+- Transformers 4.32.1
+- Pytorch 2.1.2
+- Datasets 2.12.0
+- Tokenizers 0.13.3

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b48ba40f6ce72fdf8d4eb9cf47fa4e8e70e6aa0b4cf583f4d9365f12439f9d55
+oid sha256:e47e77a95e463f3fecce97e0e427a0d0cc4ee16e2d56cfec0d8c7e6591232c10
 size 1115393438