End of training

.ipynb_checkpoints/README-checkpoint.md

@@ -0,0 +1,80 @@
+---
+language:
+- et
+license: apache-2.0
+tags:
+- whisper-event
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: Whisper Small et - Common Voice+FLEURS
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 11.0, FLEURS
+      type: mozilla-foundation/common_voice_11_0
+      config: null
+      split: None
+    metrics:
+    - name: Wer
+      type: wer
+      value: 42.48444526581655
+---
+
+
+# Whisper Small et - Common Voice+FLEURS
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0, FLEURS dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8754
+- Wer: 42.4844
+
+## 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: 64
+- eval_batch_size: 32
+- 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: 5000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.0094        | 10.0  | 1000 | 0.7125          | 43.4085 |
+| 0.0024        | 20.01 | 2000 | 0.7960          | 42.1795 |
+| 0.0012        | 30.01 | 3000 | 0.8237          | 41.8961 |
+| 0.0006        | 40.02 | 4000 | 0.8627          | 41.7853 |
+| 0.0004        | 51.0  | 5000 | 0.8754          | 42.4844 |
+
+
+### Framework versions
+
+- Transformers 4.26.0.dev0
+- Pytorch 1.13.0+cu117
+- Datasets 2.7.1.dev0
+- Tokenizers 0.13.2

README.md

@@ -26,8 +26,6 @@ model-index:
       value: 42.48444526581655
 ---
 
-<!-- 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 et - Common Voice+FLEURS