Update README.md

README.md

@@ -16,7 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
 # whisper-small-se
 This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
 ## Model description
-More information needed
+The model was initially trained on 680 000 hours of audio with corresponding transcripts from the internet, 65% of which was in english audio and 83 % of which had english transcripts.
+
+The model was then further trained for 4000 iterations, 500 of which as warm-up, on Swedish data from [Common_voice 11.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0). Achieving a WER of 19.865.
+
 ## Intended uses & limitations
 More information needed
 ## Training and evaluation data
@@ -35,8 +38,15 @@ The following hyperparameters were used during training:
 - mixed_precision_training: Native AMP
 
 ### Training results
+![Training table](whisper_finetune.png)
+## Model Plot
+
+<details>
+<summary>View Training Plots</summary>
 
+![Metrics](whisper_metrics.png)
 
+</details>
 
 ### Framework versions