Update README.md

README.md

@@ -7,4 +7,27 @@ language:
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 # Whisper Tiny RixVox Swedish
 
-This is a Whisper-tiny finetuned for Swedish using the RixVox dataset.
+This is a [Whisper tiny](https://huggingface.co/openai/whisper-tiny) finetuned for Swedish using
+the [RixVox](https://huggingface.co/datasets/KBLab/rixvox) dataset.
+
+## Evaluation
+
+### [Common Voice 11](#):
+* WER: XYZ
+* WER (normalized): XYZ
+
+## Training
+
+Training was done using Huggingface and Deepspeed with ZeRO stage 2.
+
+* learning rate: 1e-5
+* optimizer: CPUAdamW (Deepspeed)
+* lr scheduler: linear
+* warmup steps: 500
+* per device batch size: 32
+* GPUs: 8 x NVIDIA A100 40GB
+* total batch size: 160
+* steps: 10000
+* lowercase: no
+* fp16
+* entire decoder was frozen