update model card README.md

README.md

@@ -0,0 +1,63 @@
+---
+tags:
+- generated_from_trainer
+datasets:
+- librispeech_asr
+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 was trained from scratch on the librispeech_asr dataset.
+It achieves the following results on the evaluation set:
+- Loss: 5.2188
+- Wer: 0.9238
+
+## 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: 3e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 20.0
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 5.7093        | 6.73  | 1500 | 5.7514          | 1.2104 |
+| 5.642         | 13.45 | 3000 | 5.2188          | 0.9238 |
+
+
+### Framework versions
+
+- Transformers 4.17.0.dev0
+- Pytorch 1.10.2+cu113
+- Datasets 1.18.3
+- Tokenizers 0.11.0

wandb/run-20220308_102248-3h7e1p8o/files/output.log

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:93225b29eb28ee27aedfc29917f0ed93ea872aecca78b8e904dbd479a7b7b963
-size 16992923
+oid sha256:450702a81219ad672b5ca135363755c5dbd30cbd52de304dc98345d87c957b43
+size 17013690

wandb/run-20220308_102248-3h7e1p8o/logs/debug-internal.log

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f58ccb9014951812027b92cea0445271e98cf83c26136b9c0272f87d598d8894
-size 12392609
+oid sha256:e39443e812028b95c5c0d2fad4805ee4ccc07fc2e2ecde078533c61b8fdb7f94
+size 12402818

wandb/run-20220308_102248-3h7e1p8o/run-3h7e1p8o.wandb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fbfba3632ca31009972e694dc69c7524a0e8edbf6f996f6aea9aa85b39dd2367
-size 296183566
+oid sha256:4e26ec3365a887f5c0b435b929025a3834c090afc619c3ce6f27ed0b03424636
+size 296213203