update model card README.md

README.md

@@ -0,0 +1,87 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+datasets:
+- common_voice
+model-index:
+- name: ''
+  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. -->
+
+# 
+
+This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the common_voice dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2388
+- Wer: 0.3681
+
+## 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: 1500
+- num_epochs: 2.0
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Wer    |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 4.3748        | 0.07  | 500   | 3.8784          | 1.0    |
+| 2.8068        | 0.14  | 1000  | 2.8289          | 0.9826 |
+| 1.6698        | 0.22  | 1500  | 0.8811          | 0.7127 |
+| 1.3488        | 0.29  | 2000  | 0.5166          | 0.5369 |
+| 1.2239        | 0.36  | 2500  | 0.4105          | 0.4741 |
+| 1.1537        | 0.43  | 3000  | 0.3585          | 0.4448 |
+| 1.1184        | 0.51  | 3500  | 0.3336          | 0.4292 |
+| 1.0968        | 0.58  | 4000  | 0.3195          | 0.4180 |
+| 1.0737        | 0.65  | 4500  | 0.3075          | 0.4141 |
+| 1.0677        | 0.72  | 5000  | 0.3015          | 0.4089 |
+| 1.0462        | 0.8   | 5500  | 0.2971          | 0.4077 |
+| 1.0392        | 0.87  | 6000  | 0.2870          | 0.3997 |
+| 1.0178        | 0.94  | 6500  | 0.2805          | 0.3963 |
+| 0.992         | 1.01  | 7000  | 0.2748          | 0.3935 |
+| 1.0197        | 1.09  | 7500  | 0.2691          | 0.3884 |
+| 1.0056        | 1.16  | 8000  | 0.2682          | 0.3889 |
+| 0.9826        | 1.23  | 8500  | 0.2647          | 0.3868 |
+| 0.9815        | 1.3   | 9000  | 0.2603          | 0.3832 |
+| 0.9717        | 1.37  | 9500  | 0.2561          | 0.3807 |
+| 0.9605        | 1.45  | 10000 | 0.2523          | 0.3783 |
+| 0.96          | 1.52  | 10500 | 0.2494          | 0.3788 |
+| 0.9442        | 1.59  | 11000 | 0.2478          | 0.3760 |
+| 0.9564        | 1.66  | 11500 | 0.2454          | 0.3733 |
+| 0.9436        | 1.74  | 12000 | 0.2439          | 0.3747 |
+| 0.938         | 1.81  | 12500 | 0.2411          | 0.3716 |
+| 0.9353        | 1.88  | 13000 | 0.2397          | 0.3698 |
+| 0.9271        | 1.95  | 13500 | 0.2388          | 0.3681 |
+
+
+### Framework versions
+
+- Transformers 4.17.0.dev0
+- Pytorch 1.10.2+cu102
+- Datasets 1.18.2.dev0
+- Tokenizers 0.11.0

wandb/run-20220129_215451-1vipdbow/files/config.yaml

@@ -4802,6 +4802,26 @@ _wandb:
       5: 1
       6:
       - 1
+    - 1: train/train_runtime
+      5: 1
+      6:
+      - 1
+    - 1: train/train_samples_per_second
+      5: 1
+      6:
+      - 1
+    - 1: train/train_steps_per_second
+      5: 1
+      6:
+      - 1
+    - 1: train/total_flos
+      5: 1
+      6:
+      - 1
+    - 1: train/train_loss
+      5: 1
+      6:
+      - 1
     python_version: 3.8.8
     start_time: 1643493291
     t:

wandb/run-20220129_215451-1vipdbow/files/output.log

@@ -16319,3 +16319,11 @@ Configuration saved in ./preprocessor_config.json
 Saving model checkpoint to ./
 Configuration saved in ./config.json
 Model weights saved in ./pytorch_model.bin
+Configuration saved in ./preprocessor_config.json
+
+Upload file wandb/run-20220129_215451-1vipdbow/run-1vipdbow.wandb:  75%|███████████████████████████████████████████████████████████████████████████████████████████████▊                                | 74.6M/99.6M [00:04<00:01, 22.1MB/s]To https://huggingface.co/AlexN/xls-r-300m-fr
+   4239b0f..7c40853  main -> main
+01/30/2022 12:50:05 - WARNING - huggingface_hub.repository - To https://huggingface.co/AlexN/xls-r-300m-fr
+   4239b0f..7c40853  main -> main
+Upload file wandb/run-20220129_215451-1vipdbow/run-1vipdbow.wandb: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 99.6M/99.6M [00:06<00:00, 17.1MB/s]
+Dropping the following result as it does not have all the necessary fields:

wandb/run-20220129_215451-1vipdbow/logs/debug-internal.log

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 2022-01-30 12:49:54,439 DEBUG   SenderThread:37713 [sender.py:send_request():248] send_request: stop_status
+2022-01-30 12:49:59,370 DEBUG   SenderThread:37713 [sender.py:send():234] send: stats
+2022-01-30 12:49:59,413 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/config.yaml
+2022-01-30 12:50:02,415 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/output.log
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+2022-01-30 12:50:06,417 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/output.log
+2022-01-30 12:50:07,418 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/output.log
+2022-01-30 12:50:08,419 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/output.log
+2022-01-30 12:50:09,622 DEBUG   HandlerThread:37713 [handler.py:handle_request():130] handle_request: stop_status
+2022-01-30 12:50:09,622 DEBUG   SenderThread:37713 [sender.py:send_request():248] send_request: stop_status
+2022-01-30 12:50:10,420 INFO    Thread-8  :37713 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-fr/wandb/run-20220129_215451-1vipdbow/files/output.log

wandb/run-20220129_215451-1vipdbow/run-1vipdbow.wandb

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