[Feature] Iterative DPO

[wheresmyhair]

With tons of experiments and tests, we finally support iterative dpo within a python script. Other useful features come alongside with iterative dpo:

1. Multi instance vllm inference (using ray)
2. Multi instance rm inference (also using ray)
3. Sample from a lmflow dataset, train test split a lmflow dataset