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63 lines
1.9 KiB
Python
63 lines
1.9 KiB
Python
"""Named registry for model-config parsers.
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Mirrors the ``LoadFormat.PRIVATE`` escape hatch in
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:mod:`sglang.srt.configs.load_config` but registry-shaped, so multiple
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plugins can coexist without colliding on a single private import path.
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"""
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from __future__ import annotations
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import logging
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from abc import ABC, abstractmethod
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from pathlib import Path
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from typing import Optional
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from transformers import PretrainedConfig
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logger = logging.getLogger(__name__)
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class ModelConfigParserBase(ABC):
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@abstractmethod
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def parse(
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self,
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model: str | Path,
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trust_remote_code: bool,
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revision: Optional[str] = None,
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**kwargs,
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) -> PretrainedConfig:
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raise NotImplementedError
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_MODEL_CONFIG_PARSER_REGISTRY: dict[str, type[ModelConfigParserBase]] = {}
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def register_model_config_parser(name: str):
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"""Returned instances are freshly constructed on each call -- parsers
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should be stateless or carry only per-instance state."""
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def _wrapper(cls):
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if not issubclass(cls, ModelConfigParserBase):
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raise ValueError("Model-config parser must subclass ModelConfigParserBase.")
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if name in _MODEL_CONFIG_PARSER_REGISTRY:
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logger.warning(
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"Model-config parser %r already registered; overwriting with %s",
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name,
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cls,
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)
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_MODEL_CONFIG_PARSER_REGISTRY[name] = cls
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logger.debug("Registered model-config parser %r -> %s", name, cls.__name__)
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return cls
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return _wrapper
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def get_model_config_parser(name: str) -> ModelConfigParserBase:
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"""``"auto"`` is not handled here -- the caller must resolve it first."""
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if name not in _MODEL_CONFIG_PARSER_REGISTRY:
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raise ValueError(
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f"Unknown model-config parser {name!r}. "
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f"Registered: {sorted(_MODEL_CONFIG_PARSER_REGISTRY)}"
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)
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return _MODEL_CONFIG_PARSER_REGISTRY[name]()
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