update model card README.md

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: wav2vec2-large-xls-r-300m-korean-e
+  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. -->
+
+# wav2vec2-large-xls-r-300m-korean-e
+
+This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6640
+- Cer: 0.1518
+
+## 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: 0.0001
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 20
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Cer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 5.3827        | 3.25  | 500  | 3.5391          | 1.0    |
+| 3.0633        | 6.49  | 1000 | 2.9854          | 0.8759 |
+| 1.2095        | 9.74  | 1500 | 0.8384          | 0.2103 |
+| 0.5499        | 12.99 | 2000 | 0.6733          | 0.1689 |
+| 0.3815        | 16.23 | 2500 | 0.6778          | 0.1591 |
+| 0.3111        | 19.48 | 3000 | 0.6640          | 0.1518 |
+
+
+### Framework versions
+
+- Transformers 4.17.0
+- Pytorch 1.10.0+cu113
+- Datasets 1.18.3
+- Tokenizers 0.13.0