"""Regression test for the duplicate ``unsloth/gemma-2b-bnb-4bit`` key in ``unsloth/models/mapper.py``. The 4bit instruction-tuned Gemma 2B entry was accidentally keyed with the base model's repo name, so ``__INT_TO_FLOAT_MAPPER`` held two identical ``unsloth/gemma-2b-bnb-4bit`` keys. Python keeps only the last value for a duplicate literal key, so the base 4bit repo resolved to the *instruct* model, the base model lost its reverse (4x-faster) mapping, and ``unsloth/gemma-2b-it-bnb-4bit`` was never registered at all. ``mapper.py`` has no imports, so we exec it directly and inspect the built mappers without importing ``unsloth`` (which requires a GPU). """ import os MAPPER_PATH = os.path.join(os.path.dirname(__file__), os.pardir, "unsloth", "models", "mapper.py") def _load_mappers(): with open(MAPPER_PATH) as f: source = f.read() namespace = {} exec(compile(source, MAPPER_PATH, "exec"), namespace) return namespace def test_gemma_2b_base_and_instruct_4bit_are_distinct(): namespace = _load_mappers() int_to_float = namespace["INT_TO_FLOAT_MAPPER"] float_to_int = namespace["FLOAT_TO_INT_MAPPER"] # The base 4bit repo must resolve to the base model, not the instruct one. assert int_to_float["unsloth/gemma-2b-bnb-4bit"] == "unsloth/gemma-2b" # The instruct 4bit repo must be registered and resolve to the instruct model. assert "unsloth/gemma-2b-it-bnb-4bit" in int_to_float assert int_to_float["unsloth/gemma-2b-it-bnb-4bit"] == "unsloth/gemma-2b-it" # The base model must reverse-map back to the base 4bit repo. assert float_to_int["unsloth/gemma-2b"] == "unsloth/gemma-2b-bnb-4bit" assert float_to_int["google/gemma-2b"] == "unsloth/gemma-2b-bnb-4bit" # The instruct model must reverse-map to the instruct 4bit repo. assert float_to_int["unsloth/gemma-2b-it"] == "unsloth/gemma-2b-it-bnb-4bit" assert float_to_int["google/gemma-2b-it"] == "unsloth/gemma-2b-it-bnb-4bit"