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README.md

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-This repository hosts a finetune of openai/whisper-large-v2 on Jacob's Voice data from the Secret-Sleepover-Society.
+# Whisper-Large-V2 Fine-Tuned on Jacob's Voice Data
 
-The checkpoints are as follows, named with respect to total number of training steps with batch size of 2.
+This repository contains fine-tuned versions of the `openai/whisper-large-v2` model, adapted specifically for Jacob's voice data from the Secret-Sleepover-Society. The fine-tuning process involved training the model on a dataset featuring Jacob's voice, enhancing its ability to accurately transcribe his speech.
 
-checkpoint-6717: 1 epoch of tuning \
-checkpoint-10075: 1.5 epochs of tuning \
-checkpoint-13433: 2 epochs of tuning \
-checkpoint-16791: 2.5 epochs of tuning \
-checkpoint-20149: 3 epochs of tuning
+## Model Checkpoints
+
+The following checkpoints are provided, each representing different stages of the fine-tuning process. The checkpoints are named based on the total number of training steps, with a batch size of 2:
+
+- **checkpoint-6717**: After 1 epoch of fine-tuning
+- **checkpoint-10075**: After 1.5 epochs of fine-tuning
+- **checkpoint-13433**: After 2 epochs of fine-tuning
+- **checkpoint-16791**: After 2.5 epochs of fine-tuning
+- **checkpoint-20149**: After 3 epochs of fine-tuning
+
+Each checkpoint reflects the model's state at the corresponding step, allowing users to choose the version that best suits their needs.