add qwen2.5 models to registry

This commit is contained in:
jeromeku 2025-03-31 08:45:53 -07:00
commit e2eaf383f0

77
unsloth/registry/_qwen.py Normal file
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from unsloth.registry.registry import ModelInfo, ModelMeta, QuantType, _register_models
_IS_QWEN_REGISTERED = False
_IS_QWEN_VL_REGISTERED = False
class QwenModelInfo(ModelInfo):
@classmethod
def construct_model_name(
cls, base_name, version, size, quant_type, instruct_tag
):
key = f"{base_name}{version}-{size}B"
key = cls.append_instruct_tag(key, instruct_tag)
key = cls.append_quant_type(key, quant_type)
return key
class QwenVLModelInfo(ModelInfo):
@classmethod
def construct_model_name(
cls, base_name, version, size, quant_type, instruct_tag
):
key = f"{base_name}{version}-VL-{size}B"
key = cls.append_instruct_tag(key, instruct_tag)
key = cls.append_quant_type(key, quant_type)
return key
# Qwen Model Meta
QwenMeta = ModelMeta(
org="Qwen",
base_name="Qwen",
instruct_tags=[None, "Instruct"],
model_version="2.5",
model_sizes=[3, 7],
model_info_cls=QwenModelInfo,
is_multimodal=False,
quant_types=[QuantType.NONE, QuantType.BNB, QuantType.UNSLOTH],
)
# Qwen VL Model Meta
QwenVLMeta = ModelMeta(
org="Qwen",
base_name="Qwen",
instruct_tags=["Instruct"], # No base, only instruction tuned
model_version="2.5",
model_sizes=[3, 7, 32, 72],
model_info_cls=QwenVLModelInfo,
is_multimodal=True,
quant_types=[QuantType.NONE, QuantType.BNB, QuantType.UNSLOTH],
)
def register_qwen_models():
global _IS_QWEN_REGISTERED
if _IS_QWEN_REGISTERED:
return
_register_models(QwenMeta)
_IS_QWEN_REGISTERED = True
def register_qwen_vl_models():
global _IS_QWEN_VL_REGISTERED
if _IS_QWEN_VL_REGISTERED:
return
_register_models(QwenVLMeta)
_IS_QWEN_VL_REGISTERED = True
register_qwen_models()
register_qwen_vl_models()
if __name__ == "__main__":
from unsloth.registry.registry import MODEL_REGISTRY, _check_model_info
for model_id, model_info in MODEL_REGISTRY.items():
model_info = _check_model_info(model_id)
if model_info is None:
print(f"\u2718 {model_id}")
else:
print(f"\u2713 {model_id}")