End of training

README.md

@@ -0,0 +1,84 @@
+---
+base_model: dccuchile/bert-base-spanish-wwm-cased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: FNST_trad_h
+  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. -->
+
+# FNST_trad_h
+
+This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.3344
+- Accuracy: 0.6633
+- F1: 0.6496
+
+## 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: 12
+- eval_batch_size: 12
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 24
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
+| 1.1493        | 1.0   | 1000  | 1.1016          | 0.5125   | 0.3623 |
+| 0.9936        | 2.0   | 2000  | 0.9526          | 0.5942   | 0.5059 |
+| 0.9056        | 3.0   | 3000  | 0.8908          | 0.6308   | 0.5971 |
+| 0.8394        | 4.0   | 4000  | 0.8537          | 0.6425   | 0.6247 |
+| 0.7877        | 5.0   | 5000  | 0.8308          | 0.6525   | 0.6362 |
+| 0.7706        | 6.0   | 6000  | 0.8333          | 0.6608   | 0.6435 |
+| 0.7142        | 7.0   | 7000  | 0.8258          | 0.6625   | 0.6505 |
+| 0.6946        | 8.0   | 8000  | 0.8234          | 0.6617   | 0.6444 |
+| 0.6525        | 9.0   | 9000  | 0.8367          | 0.6625   | 0.6518 |
+| 0.6277        | 10.0  | 10000 | 0.8403          | 0.6583   | 0.6498 |
+| 0.594         | 11.0  | 11000 | 0.8604          | 0.6583   | 0.6492 |
+| 0.5691        | 12.0  | 12000 | 0.8701          | 0.665    | 0.6572 |
+| 0.5268        | 13.0  | 13000 | 0.8956          | 0.6617   | 0.6534 |
+| 0.5042        | 14.0  | 14000 | 0.9284          | 0.6583   | 0.6493 |
+| 0.48          | 15.0  | 15000 | 0.9583          | 0.6567   | 0.6454 |
+| 0.4507        | 16.0  | 16000 | 0.9734          | 0.6592   | 0.6479 |
+| 0.4073        | 17.0  | 17000 | 1.0266          | 0.6617   | 0.6458 |
+| 0.3838        | 18.0  | 18000 | 1.0626          | 0.6625   | 0.6477 |
+| 0.3668        | 19.0  | 19000 | 1.0924          | 0.6575   | 0.6413 |
+| 0.3439        | 20.0  | 20000 | 1.1276          | 0.6692   | 0.6595 |
+| 0.3186        | 21.0  | 21000 | 1.1924          | 0.6608   | 0.6405 |
+| 0.2926        | 22.0  | 22000 | 1.2392          | 0.6617   | 0.6468 |
+| 0.2767        | 23.0  | 23000 | 1.2820          | 0.6658   | 0.6493 |
+| 0.2531        | 24.0  | 24000 | 1.3344          | 0.6633   | 0.6496 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.1

runs/May24_21-49-03_PcJavierOmen/events.out.tfevents.1716580144.PcJavierOmen.4120.2

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1e72483c8d051c3409c0462f26142c08c0467b854e21764312cf8eff8c387e29
-size 20689
+oid sha256:19da07ce95b2a8bbe7fc011a2bd9414fa3f1348c6d86f5d0c725361a73e2f186
+size 21425

runs/May24_21-49-03_PcJavierOmen/events.out.tfevents.1716586772.PcJavierOmen.4120.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4435129ab422ae065f8204773e3b61595b4fe9f373119e3514fe4b4f6568f49f
+size 464