update model card README.md

README.md

@@ -0,0 +1,87 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+datasets:
+- common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: whisper-small-belarusian
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: common_voice_11_0
+      type: common_voice_11_0
+      config: be
+      split: validation
+      args: be
+    metrics:
+    - name: Wer
+      type: wer
+      value: 6.3671568743912
+---
+
+<!-- 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. -->
+
+# whisper-small-belarusian
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the common_voice_11_0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0706
+- Wer: 6.3672
+
+## 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: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 12000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Wer     |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|
+| 0.1907        | 0.08  | 1000  | 0.2546          | 25.4639 |
+| 0.1482        | 0.17  | 2000  | 0.1641          | 17.1676 |
+| 0.1175        | 0.25  | 3000  | 0.1454          | 15.5940 |
+| 0.0958        | 0.33  | 4000  | 0.1261          | 13.2625 |
+| 0.099         | 0.42  | 5000  | 0.1012          | 10.6143 |
+| 0.028         | 1.05  | 6000  | 0.1053          | 9.8794  |
+| 0.0473        | 1.13  | 7000  | 0.1029          | 10.3078 |
+| 0.0391        | 1.21  | 8000  | 0.0924          | 9.2419  |
+| 0.0423        | 1.3   | 9000  | 0.0797          | 7.9249  |
+| 0.0604        | 1.38  | 10000 | 0.0688          | 7.0150  |
+| 0.0121        | 2.01  | 11000 | 0.0696          | 6.4638  |
+| 0.0155        | 2.1   | 12000 | 0.0706          | 6.3672  |
+
+
+### Framework versions
+
+- Transformers 4.26.0.dev0
+- Pytorch 1.13.0+cu117
+- Datasets 2.7.1.dev0
+- Tokenizers 0.13.2

train_20221214-112746.log

@@ -242,3 +242,10 @@ xpu_backend=None,
 12/15/2022 18:04:33 - WARNING - datasets.download.streaming_download_manager - Got disconnected from remote data host. Retrying in 5sec [13/20]
 12/15/2022 18:04:38 - WARNING - datasets.download.streaming_download_manager - Got disconnected from remote data host. Retrying in 5sec [14/20]
 12/15/2022 18:04:43 - WARNING - datasets.download.streaming_download_manager - Got disconnected from remote data host. Retrying in 5sec [15/20]
+12/16/2022 19:47:58 - WARNING - huggingface_hub.repository - Several commits (2) will be pushed upstream.
+12/16/2022 19:47:58 - WARNING - huggingface_hub.repository - The progress bars may be unreliable.
+12/16/2022 19:48:02 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow...        
+remote: LFS file scan complete.        
+To https://huggingface.co/ales/whisper-small-belarusian
+   72e5d42..1d54c35  main -> main
+

train_run_1.log

@@ -33793,3 +33793,20 @@ Training completed. Do not forget to share your model on huggingface.co/models =
 [INFO|tokenization_utils_base.py:2157] 2022-12-16 19:47:25,244 >> tokenizer config file saved in ./tokenizer_config.json
 [INFO|tokenization_utils_base.py:2164] 2022-12-16 19:47:25,245 >> Special tokens file saved in ./special_tokens_map.json
 [INFO|tokenization_utils_base.py:2210] 2022-12-16 19:47:25,245 >> added tokens file saved in ./added_tokens.json
+Several commits (2) will be pushed upstream.
+{'eval_loss': 0.07060841470956802, 'eval_wer': 6.3671568743912, 'eval_runtime': 6855.2466, 'eval_samples_per_second': 2.315, 'eval_steps_per_second': 0.036, 'epoch': 2.1}
+{'train_runtime': 202754.3941, 'train_samples_per_second': 3.788, 'train_steps_per_second': 0.059, 'train_loss': 0.08807742363711198, 'epoch': 2.1}
+12/16/2022 19:47:58 - WARNING - huggingface_hub.repository - Several commits (2) will be pushed upstream.
+The progress bars may be unreliable.
+12/16/2022 19:47:58 - WARNING - huggingface_hub.repository - The progress bars may be unreliable.
+
+remote: LFS file scan complete.        
+To https://huggingface.co/ales/whisper-small-belarusian
+   72e5d42..1d54c35  main -> main
+
+12/16/2022 19:48:02 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow...        
+remote: LFS file scan complete.        
+To https://huggingface.co/ales/whisper-small-belarusian
+   72e5d42..1d54c35  main -> main
+
+