Evaluate Ultravox performance when quantized

[juberti]

Quantize Ultravox to fp8 and determine how this affects the model's inference performance as well as speed. This would entail

• adding quantization to ultravox/infer
• adding a flag to infer_tool for quantization
• running infer_tool for evaluation and summarizing the output.