End of training

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: google-bert/bert-base-multilingual-cased
+tags:
+- generated_from_trainer
+model-index:
+- name: bert-base-cased-azerbaijani
+  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. -->
+
+# bert-base-cased-azerbaijani
+
+This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7046
+
+## 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: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step   | Validation Loss |
+|:-------------:|:------:|:------:|:---------------:|
+| 1.1035        | 0.2500 | 15300  | 0.9753          |
+| 0.988         | 0.5000 | 30600  | 0.8985          |
+| 0.9276        | 0.7500 | 45900  | 0.8464          |
+| 0.8903        | 1.0000 | 61200  | 0.7815          |
+| 0.8631        | 1.2500 | 76500  | 0.7778          |
+| 0.8435        | 1.5000 | 91800  | 0.7642          |
+| 0.8246        | 1.7500 | 107100 | 0.7496          |
+| 0.8132        | 2.0000 | 122400 | 0.7372          |
+| 0.7999        | 2.2500 | 137700 | 0.7270          |
+| 0.7924        | 2.5000 | 153000 | 0.7270          |
+| 0.7876        | 2.7500 | 168300 | 0.7178          |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,5 @@
+{
+  "_from_model_config": true,
+  "pad_token_id": 0,
+  "transformers_version": "4.40.2"
+}