End of training

README.md

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+---
+license: apache-2.0
+base_model: bert-base-multilingual-cased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: 20231005-10-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. -->
+
+# 20231005-10-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: 0.5619
+- Loss: 1.7791
+
+## 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 |
+|:-------------:|:-----:|:----:|:--------:|:---------------:|
+| 3.0157        | 1.82  | 200  | 0.4232   | 2.6671          |
+| 2.5352        | 3.64  | 400  | 0.4476   | 2.6419          |
+| 2.3183        | 5.45  | 600  | 0.5189   | 2.3181          |
+| 2.1379        | 7.27  | 800  | 0.5192   | 2.0600          |
+| 2.0734        | 9.09  | 1000 | 0.4961   | 2.1997          |
+| 1.9287        | 10.91 | 1200 | 0.5075   | 2.1356          |
+| 1.8827        | 12.73 | 1400 | 0.5405   | 2.0868          |
+| 1.8261        | 14.55 | 1600 | 0.5490   | 1.9918          |
+| 1.7685        | 16.36 | 1800 | 0.5917   | 1.8753          |
+| 1.7322        | 18.18 | 2000 | 0.5789   | 1.8090          |
+| 1.6964        | 20.0  | 2200 | 0.5619   | 1.7791          |
+
+
+### Framework versions
+
+- Transformers 4.34.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.14.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "pad_token_id": 0,
+  "transformers_version": "4.34.0"
+}

pytorch_model.bin

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