renamed prompt_bench dir to tools

pipelines/tools/models.py

@@ -0,0 +1,30 @@
+"""Pydantic models for benchmark configuration."""
+
+from __future__ import annotations
+
+import tomllib
+from typing import TYPE_CHECKING
+
+from pydantic import BaseModel
+
+if TYPE_CHECKING:
+    from pathlib import Path
+
+
+class BenchmarkConfig(BaseModel):
+    """Top-level benchmark configuration loaded from TOML."""
+
+    models: list[str]
+    model_dir: str = "/zfs/models/hf"
+    port: int = 8000
+    gpu_memory_utilization: float = 0.90
+    temperature: float = 0.0
+    timeout: int = 300
+    concurrency: int = 4
+    vllm_startup_timeout: int = 900
+
+    @classmethod
+    def from_toml(cls, config_path: Path) -> BenchmarkConfig:
+        """Load benchmark config from a TOML file."""
+        raw = tomllib.loads(config_path.read_text())["bench"]
+        return cls(**raw)