End of training

README.md

@@ -0,0 +1,63 @@
+---
+license: mit
+base_model: neuralmind/bert-base-portuguese-cased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert-base-portuguese-cased
+  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. -->
+
+# bert-base-portuguese-cased
+
+This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3291
+- Accuracy: 0.8297
+
+## 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: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.3705        | 1.0   | 818  | 0.2834          | 0.8205   |
+| 0.2362        | 2.0   | 1636 | 0.2898          | 0.8150   |
+| 0.1929        | 3.0   | 2454 | 0.2946          | 0.8314   |
+| 0.1334        | 4.0   | 3272 | 0.3291          | 0.8297   |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4ede4cdca6df9abff1012790427ef79c9e24ccee11df642c99ebe108a7950b7a
+oid sha256:df3c837287c143a27b7b3bc35f6960371135edbfdb4331f959632f500aa5726e
 size 435725300

runs/Jul31_15-53-24_afcf07f55fff/events.out.tfevents.1722441205.afcf07f55fff.12335.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1a2be04a7d116f38231359d99a50d958b095248d767fd5e55a6f8087ebb8bf1a
-size 7853
+oid sha256:7b97a705b142add74553cb4ca3a736b9240c98033a2d7bce2c1d7d81f49add06
+size 8207