DeepSeek R1 Serverless for coding

I'm interested in running an FP16 DeepSeek R1 and I am wondering if Serverless is the way to go or if a Pod would be better. I need this for 2-3 hours at a time and I would like a 'dedicated' access to this environment.

Which DeepSeek R1 model should I pick (GGUF?) and how should I configure the deployment tool in Serverless to get it to run on an H100?

Thanks in advance for any help.