How to load a fine-tuned model for inference？

[xinliu9451]

@sanchit-gandhi I used the script from https://github.com/huggingface/distil-whisper/tree/main/training/flax/finetuning_scripts to fine-tune a model and obtained a model named flax_model.msgpack. How can I load this model for inference? Additionally, why did the size of the fine-tuned model increase?