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: 20231005-8-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. -->
+
+# 20231005-8-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: 0.6178
+- Loss: 1.5315
+
+## 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 |
+|:-------------:|:-----:|:----:|:--------:|:---------------:|
+| 2.9965        | 1.82  | 200  | 0.4212   | 2.5494          |
+| 2.5203        | 3.64  | 400  | 0.4747   | 2.4152          |
+| 2.3137        | 5.45  | 600  | 0.4965   | 1.9514          |
+| 2.1441        | 7.27  | 800  | 0.5762   | 1.9575          |
+| 2.0708        | 9.09  | 1000 | 0.5794   | 1.7864          |
+| 2.0004        | 10.91 | 1200 | 0.5336   | 1.9741          |
+| 1.9093        | 12.73 | 1400 | 0.6217   | 1.7001          |
+| 1.8906        | 14.55 | 1600 | 0.5589   | 1.8629          |
+| 1.7744        | 16.36 | 1800 | 0.5996   | 1.5749          |
+| 1.7698        | 18.18 | 2000 | 0.6288   | 1.6576          |
+| 1.7274        | 20.0  | 2200 | 0.6178   | 1.5315          |
+
+
+### 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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