update model card README.md

README.md

@@ -0,0 +1,68 @@
+---
+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: 1.8529
+- Wer: 0.9977
+
+## 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
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- 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    |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 3.5506        | 2.8   | 2500  | 4.4928          | 1.8772 |
+| 0.5145        | 5.61  | 5000  | 1.8942          | 1.1063 |
+| 0.2736        | 8.41  | 7500  | 1.6550          | 1.0372 |
+| 0.0807        | 11.21 | 10000 | 1.7601          | 1.0004 |
+| 0.0439        | 14.01 | 12500 | 1.8014          | 1.0022 |
+| 0.043         | 16.82 | 15000 | 1.8534          | 1.0097 |
+| 0.0434        | 19.62 | 17500 | 1.8529          | 0.9977 |
+
+
+### Framework versions
+
+- Transformers 4.17.0.dev0
+- Pytorch 1.10.2+cu113
+- Datasets 1.18.3
+- Tokenizers 0.11.0

wandb/run-20220318_085757-9419yrth/files/output.log

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b08d1ea7828bc89284e24e59f48fa848538b5be68df3bad4adc22ef2040e83d9
-size 30396294
+oid sha256:4ff94688f3d81df17ff83d2d4116b1c37bec626b908f793efce8c2676ace4e31
+size 30432829

wandb/run-20220318_085757-9419yrth/logs/debug-internal.log

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f6414b882162b731972ddc5cb031425b85890e7a14a3c8932c207d41df3e3594
-size 28636502
+oid sha256:662b8a2acf23272795e423dc15c5b4253b11888ff79472af5a14819ca00b879e
+size 28657032

wandb/run-20220318_085757-9419yrth/run-9419yrth.wandb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a66e582012d1def7dd44040c1bb479a5bd7bd767b5933dd69cb51e40cb5b59de
-size 1088058226
+oid sha256:1b85c98b024c8545a14dc7fc4757249446bbcbe78e96daeaa57ab1d09765b402
+size 1088106299