End of training

README.md

@@ -0,0 +1,66 @@
+---
+base_model: MiMe-MeMo/MeMo-BERT-03
+tags:
+- generated_from_trainer
+model-index:
+- name: memo3_ND
+  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. -->
+
+# memo3_ND
+
+This model is a fine-tuned version of [MiMe-MeMo/MeMo-BERT-03](https://huggingface.co/MiMe-MeMo/MeMo-BERT-03) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5131
+- F1-score: 0.8634
+
+## 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: 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-score |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.1986        | 1.0   | 1177  | 0.4906          | 0.8009   |
+| 0.187         | 2.0   | 2354  | 0.5147          | 0.7915   |
+| 0.172         | 3.0   | 3531  | 0.5131          | 0.8634   |
+| 0.1868        | 4.0   | 4708  | 0.5832          | 0.7950   |
+| 0.1653        | 5.0   | 5885  | 0.5538          | 0.8530   |
+| 0.1585        | 6.0   | 7062  | 0.4072          | 0.8625   |
+| 0.1637        | 7.0   | 8239  | 0.5193          | 0.8417   |
+| 0.1514        | 8.0   | 9416  | 0.5005          | 0.8508   |
+| 0.151         | 9.0   | 10593 | 0.5406          | 0.8521   |
+| 0.159         | 10.0  | 11770 | 0.5156          | 0.8533   |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.2
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1ede6041a2d287b9d239b8aeef2f777f5a87ace12f6ec0a127ab1627456ad0c1
+oid sha256:8da23db9982c378824a245e9bb506a5560248097a31ddf6f7f1249ac8cb489c1
 size 497814104

runs/Jun10_11-32-23_6e5cbccf4ed1/events.out.tfevents.1718024315.6e5cbccf4ed1.1747.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15d3a2f4630f0873963b4bf7760964f0c1852a89b5ed3c29d40c8d9606c71987
+size 411