End of training

README.md

@@ -0,0 +1,67 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: emotions-classifier
+  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. -->
+
+# emotions-classifier
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1407
+- Accuracy: 0.939
+- F1: 0.9390
+
+## 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: 64
+- eval_batch_size: 64
+- seed: 42
+- 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 | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.7953        | 1.0   | 250  | 0.2685          | 0.916    | 0.9160 |
+| 0.2028        | 2.0   | 500  | 0.1737          | 0.9315   | 0.9314 |
+| 0.1359        | 3.0   | 750  | 0.1537          | 0.936    | 0.9366 |
+| 0.1078        | 4.0   | 1000 | 0.1415          | 0.938    | 0.9380 |
+| 0.0887        | 5.0   | 1250 | 0.1407          | 0.939    | 0.9390 |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

runs/Sep09_19-34-35_9ba08447307c/events.out.tfevents.1725910477.9ba08447307c.494.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:34d66cf16f46b389518e0dea6ba405dbcaa426acdae77c334c77ab03bb638f8b
-size 7593
+oid sha256:2612db58a8842f47d8f845d1bf95ed9839a8fd40bf870429b611f3d6b227b216
+size 8316

runs/Sep09_19-34-35_9ba08447307c/events.out.tfevents.1725911125.9ba08447307c.494.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15563dabb6707610af028565e04e8fe7c250f5054d951ed1389161ab79d6d8ca
+size 457