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: 20231005-5-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. -->
+
+# 20231005-5-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: 0.5942
+- Loss: 1.8864
+
+## 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 |
+|:-------------:|:-----:|:----:|:--------:|:---------------:|
+| 2.957         | 1.82  | 200  | 0.425    | 2.5896          |
+| 2.5005        | 3.64  | 400  | 0.4635   | 2.2940          |
+| 2.2966        | 5.45  | 600  | 0.5036   | 2.2117          |
+| 2.1629        | 7.27  | 800  | 0.5118   | 2.0541          |
+| 2.0612        | 9.09  | 1000 | 0.4856   | 2.2364          |
+| 1.9424        | 10.91 | 1200 | 0.5486   | 1.9967          |
+| 1.9329        | 12.73 | 1400 | 0.5419   | 1.8949          |
+| 1.8239        | 14.55 | 1600 | 0.5849   | 1.7429          |
+| 1.7774        | 16.36 | 1800 | 0.6025   | 1.6645          |
+| 1.756         | 18.18 | 2000 | 0.5817   | 1.8334          |
+| 1.7246        | 20.0  | 2200 | 0.5942   | 1.8864          |
+
+
+### Framework versions
+
+- Transformers 4.34.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.14.1

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 sha256:0a34e7f2f6c20f56634b5c9d700dad095f98455f680a695cf897f8f6f87e7d64
+oid sha256:3be105e03f745c1c50796d83f7113b5e5e68a4172703e5a7a6e57abf77a92dd5
 size 711964213