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: 20231005-6-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. -->
+
+# 20231005-6-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: 0.6122
+- Loss: 1.7100
+
+## 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 |
+|:-------------:|:-----:|:----:|:--------:|:---------------:|
+| 2.8657        | 1.82  | 200  | 0.4491   | 2.2492          |
+| 2.3762        | 3.64  | 400  | 0.4819   | 2.3058          |
+| 2.1854        | 5.45  | 600  | 0.5117   | 2.1061          |
+| 2.0751        | 7.27  | 800  | 0.5574   | 1.9374          |
+| 1.9179        | 9.09  | 1000 | 0.5319   | 2.0854          |
+| 1.8486        | 10.91 | 1200 | 0.5840   | 1.9498          |
+| 1.786         | 12.73 | 1400 | 0.5547   | 1.9965          |
+| 1.7243        | 14.55 | 1600 | 0.5922   | 1.7396          |
+| 1.6937        | 16.36 | 1800 | 0.6345   | 1.6550          |
+| 1.6508        | 18.18 | 2000 | 0.6297   | 1.5891          |
+| 1.6364        | 20.0  | 2200 | 0.6122   | 1.7100          |
+
+
+### 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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