refactor: Apply SoC for HF requests, vocab, and weights
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parent
5eda2c9485
commit
2ef73ee6e4
1 changed files with 39 additions and 18 deletions
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@ -51,7 +51,7 @@ MODELS = (
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)
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class HuggingFaceHub:
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class HFHubRequest:
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def __init__(self, auth_token: None | str, logger: None | logging.Logger):
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# Set headers if authentication is available
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if auth_token is None:
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@ -102,19 +102,19 @@ class HuggingFaceHub:
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return response
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class HFTokenizerRequest:
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class HFHubBase:
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def __init__(
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self,
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dl_path: None | str | pathlib.Path,
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model_path: None | str | pathlib.Path,
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auth_token: str,
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logger: None | logging.Logger
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):
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if dl_path is None:
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self._local_path = pathlib.Path("models/tokenizers")
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elif isinstance(dl_path, str):
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self._local_path = pathlib.Path(dl_path)
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if model_path is None:
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self._model_path = pathlib.Path("models")
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elif isinstance(model_path, str):
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self._model_path = pathlib.Path(model_path)
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else:
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self._local_path = dl_path
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self._model_path = model_path
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# Set the logger
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if logger is None:
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@ -122,11 +122,11 @@ class HFTokenizerRequest:
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logger = logging.getLogger("hf-tok-req")
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self.logger = logger
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self._hub = HuggingFaceHub(auth_token, logger)
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self._hub = HFHubRequest(auth_token, logger)
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self._models = list(MODELS)
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@property
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def hub(self) -> HuggingFaceHub:
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def hub(self) -> HFHubRequest:
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return self._hub
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@property
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@ -134,16 +134,26 @@ class HFTokenizerRequest:
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return self._models
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@property
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def tokenizer_type(self) -> TokenizerType:
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return TokenizerType
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def model_path(self) -> pathlib.Path:
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return self._model_path
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@model_path.setter
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def model_path(self, value: pathlib.Path):
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self._model_path = value
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class HFVocabRequest(HFHubBase):
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def __init__(
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self,
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model_path: None | str | pathlib.Path,
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auth_token: str,
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logger: None | logging.Logger
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):
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super().__init__(model_path, auth_token, logger)
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@property
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def local_path(self) -> pathlib.Path:
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return self._local_path
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@local_path.setter
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def local_path(self, value: pathlib.Path):
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self._local_path = value
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def tokenizer_type(self) -> TokenizerType:
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return TokenizerType
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def resolve_filenames(self, tokt: TokenizerType) -> tuple[str]:
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filenames = ["config.json", "tokenizer_config.json", "tokenizer.json"]
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@ -200,3 +210,14 @@ class HFTokenizerRequest:
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if "ignore_merges" in cfg["model"]:
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self.logger.info(f"ignore_merges: {json.dumps(cfg['model']['ignore_merges'], indent=4)}")
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self.logger.info("")
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# TODO:
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class HFModelRequest(HFHubBase):
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def __init__(
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self,
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model_path: None | str | pathlib.Path,
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auth_token: str,
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logger: None | logging.Logger
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):
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super().__init__(model_path, auth_token, logger)
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