End of training

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: AnonymousCS/populism_multilingual_modernbert_base
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: populism_model146
+  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. -->
+
+# populism_model146
+
+This model is a fine-tuned version of [AnonymousCS/populism_multilingual_modernbert_base](https://huggingface.co/AnonymousCS/populism_multilingual_modernbert_base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3348
+- Accuracy: 0.9474
+- 1-f1: 0.35
+- 1-recall: 0.5
+- 1-precision: 0.2692
+- Balanced Acc: 0.7302
+
+## 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: 1e-05
+- train_batch_size: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 3
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1   | 1-recall | 1-precision | Balanced Acc |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
+| 0.4036        | 1.0   | 62   | 0.3735          | 0.9737   | 0.1875 | 0.1071   | 0.75        | 0.5531       |
+| 0.3548        | 2.0   | 124  | 0.3129          | 0.9312   | 0.3333 | 0.6071   | 0.2297      | 0.7739       |
+| 0.198         | 3.0   | 186  | 0.3348          | 0.9474   | 0.35   | 0.5      | 0.2692      | 0.7302       |
+
+
+### Framework versions
+
+- Transformers 4.49.0.dev0
+- Pytorch 2.5.1+cu121
+- Datasets 3.2.0
+- Tokenizers 0.21.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d776c4ddd443d9c8afe65395ff1e6f3f5888b592bc640a249b5461dd1cbd24d2
+oid sha256:b410728d0c53ae350ea676f136b31197f8bee573cb6ace3d6872004cb9b5e1f6
 size 598439784

runs/Jan22_05-03-37_f98732f77a19/events.out.tfevents.1737522219.f98732f77a19.506.29

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:be58cd69deac4cd2014b1dc790b6cdbb91b43626a18ebe0ba50943779b6b3c47
-size 8806
+oid sha256:8dd02503d78a8d7fad8e31eaf0f55ffd85d7a857bfc01c14b04749dbe40ec9e2
+size 9160