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edbbb7f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | from __future__ import annotations
import json
from pathlib import Path
from typing import Any
from transformers import PreTrainedTokenizerFast
class LizzyTokenizerFast(PreTrainedTokenizerFast):
"""Family-agnostic fast tokenizer wrapper for Lizzy checkpoints."""
model_input_names = ["input_ids", "attention_mask"]
def __init__(self, *args: Any, **kwargs: Any) -> None:
preserved_keys = (
"add_prefix_space",
"add_bos_token",
"add_eos_token",
"clean_up_tokenization_spaces",
"use_default_system_prompt",
"legacy",
"fix_mistral_regex",
)
preserved_init_attrs = {
key: kwargs.get(key)
for key in preserved_keys
if key in kwargs
}
super().__init__(*args, **kwargs)
init_kwargs = getattr(self, "init_kwargs", {})
local_payload: dict[str, Any] = {}
config_path = (
Path(str(getattr(self, "name_or_path", ""))) / "tokenizer_config.json"
)
if config_path.is_file():
try:
local_payload = json.loads(config_path.read_text(encoding="utf-8"))
except Exception:
local_payload = {}
for key in preserved_keys:
value = preserved_init_attrs.get(key, init_kwargs.get(key))
if value is None:
value = local_payload.get(key)
if value is not None:
setattr(self, key, value)
@property
def all_special_tokens_extended(self) -> list[str]:
"""Compatibility shim for runtimes still expecting the pre-5.4 API."""
return list(self.all_special_tokens)
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