update model card README.md

README.md

@@ -0,0 +1,56 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+  name: wav2vec2-base-myst-demo-colab
+---
+
+<!-- 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-base-myst-demo-colab
+
+This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- eval_loss: 1.3125
+- eval_wer: 0.3139
+- eval_runtime: 57.3226
+- eval_samples_per_second: 9.996
+- eval_steps_per_second: 1.256
+- epoch: 18.68
+- step: 17000
+
+## 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: 1e-05
+- train_batch_size: 2
+- 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: 30
+- mixed_precision_training: Native AMP
+
+### Framework versions
+
+- Transformers 4.11.3
+- Pytorch 1.10.0+cu111
+- Datasets 1.13.3
+- Tokenizers 0.10.3