End of training

README.md

@@ -0,0 +1,61 @@
+---
+license: mit
+base_model: neuralmind/bert-base-portuguese-cased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: tweets_2013_2020
+  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. -->
+
+# tweets_2013_2020
+
+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: 0.3033
+- Accuracy: 0.8317
+
+## 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: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.2275        | 1.0   | 818  | 0.2741          | 0.8259   |
+| 0.1565        | 2.0   | 1636 | 0.3033          | 0.8317   |
+
+
+### 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 sha256:626d1f499448f4c176bf5eacb840b66435049fd548fd58726bc906b12c639a2d
+oid sha256:4bb2af9063f4eee304e4745681d16538c86c64b17fb226cc1d9e6fef9348d15a
 size 435725300

runs/Jul30_11-48-23_100da0c35ed2/events.out.tfevents.1722340104.100da0c35ed2.2889.1

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3b66a68b5e71f180c347c3295604dd71ce048b699ceae37aaaa5457a0fedf1b3
-size 6553
+oid sha256:495550046925884bc8413f818c1d5e33dd3482d3eb3e086f72bfefa617ac1cdb
+size 6907