best-of-n 3

LLM-as-a-Verifier for DeepSeek Harness: fine-grained reward, Probabilistic Pivot Tournament best-of-N selection, and per-step progress tracking as agent tools.

LLM-as-a-Verifier for dsh with the Best-of-N conversation mode built in: rank N candidates with a fine-grained verifier (expected grade over the logprob distribution), on demand via the verify tool or automatically on every turn of a Best-of-N session. In

Best-of-N sampling with an LLM-as-a-Verifier judge for DeepSeek Harness: sample N candidates per model call, score them with fine-grained logprob verification, and stream back the tournament winner.