End of training

README.md

@@ -0,0 +1,63 @@
+---
+base_model: cardiffnlp/twitter-roberta-base
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: university_project
+  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. -->
+
+# university_project
+
+This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base](https://huggingface.co/cardiffnlp/twitter-roberta-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8961
+- Accuracy: 0.8440
+
+## 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: 8
+- eval_batch_size: 8
+- seed: 0
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.5043        | 1.0   | 1135 | 0.4526          | 0.8219   |
+| 0.3772        | 2.0   | 2270 | 0.5948          | 0.8316   |
+| 0.2714        | 3.0   | 3405 | 0.6854          | 0.8409   |
+| 0.1757        | 4.0   | 4540 | 0.8270          | 0.8422   |
+| 0.0911        | 5.0   | 5675 | 0.8961          | 0.8440   |
+
+
+### 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:de4f0127666323a02a79e54df6c0d6e3a2ef170025cf3cf2ccfe72208aaf31d5
+oid sha256:244397abe699e0b6c5c7536c00107b8cf68ae0770d3244e15a46c484a3cd3d9d
 size 498615900

runs/Nov23_13-03-29_85af3e640cd6/events.out.tfevents.1700744620.85af3e640cd6.5470.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bbefa8f5fe6e65ea7d44c2902e0593ebbe856a67d6800b96c9173325a6405eeb
-size 7764
+oid sha256:5fe9abcd62af57f308e2ef6de6cc7f468a7668a54b86766949cddad52231cef8
+size 8118