End of training

README.md

@@ -0,0 +1,70 @@
+---
+license: apache-2.0
+base_model: bert-base-multilingual-cased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: 20231005-1-bert-base-multilingual-cased-new
+  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. -->
+
+# 20231005-1-bert-base-multilingual-cased-new
+
+This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Accuracy: 0.6240
+- Loss: 1.6828
+
+## 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: 20
+
+### Training results
+
+| Training Loss | Epoch | Step | Accuracy | Validation Loss |
+|:-------------:|:-----:|:----:|:--------:|:---------------:|
+| 2.9403        | 1.82  | 200  | 0.4411   | 2.4884          |
+| 2.4143        | 3.64  | 400  | 0.4908   | 2.1693          |
+| 2.1466        | 5.45  | 600  | 0.5377   | 1.9990          |
+| 2.0429        | 7.27  | 800  | 0.5424   | 2.1102          |
+| 1.9514        | 9.09  | 1000 | 0.5680   | 1.8748          |
+| 1.8498        | 10.91 | 1200 | 0.5826   | 1.8680          |
+| 1.8097        | 12.73 | 1400 | 0.5960   | 1.8489          |
+| 1.737         | 14.55 | 1600 | 0.6364   | 1.6621          |
+| 1.7203        | 16.36 | 1800 | 0.6298   | 1.6846          |
+| 1.6172        | 18.18 | 2000 | 0.6527   | 1.5969          |
+| 1.6564        | 20.0  | 2200 | 0.6240   | 1.6828          |
+
+
+### Framework versions
+
+- Transformers 4.34.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.14.0

generation_config.json

@@ -0,0 +1,5 @@
+{
+  "_from_model_config": true,
+  "pad_token_id": 0,
+  "transformers_version": "4.34.0"
+}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e630f93d9e030f1aafb6a6f4d99577b4c5f24646ae18396680ee6929f293d0bf
+oid sha256:02ddf3b225a7198e2ba048ceafca63b5c10f5a646d63ccf42ed70ae6e748be75
 size 711964213