add QwenQVQ to registry

unsloth/registry/_qwen.py

@@ -34,7 +34,17 @@ class QwenQwQModelInfo(ModelInfo):
         key = cls.append_quant_type(key, quant_type)
         return key
     
-# Qwen Model Meta
+class QwenQVQPreviewModelInfo(ModelInfo):
+    @classmethod
+    def construct_model_name(
+        cls, base_name, version, size, quant_type, instruct_tag
+    ):
+        key = f"{base_name}-{size}B-Preview"
+        key = cls.append_instruct_tag(key, instruct_tag)
+        key = cls.append_quant_type(key, quant_type)
+        return key
+    
+# Qwen2.5 Model Meta
 QwenMeta = ModelMeta(
     org="Qwen",
     base_name="Qwen",
@@ -46,7 +56,7 @@ QwenMeta = ModelMeta(
     quant_types=[QuantType.NONE, QuantType.BNB, QuantType.UNSLOTH],
 )
 
-# Qwen VL Model Meta
+# Qwen2.5 VL Model Meta
 QwenVLMeta = ModelMeta(
     org="Qwen",
     base_name="Qwen",
@@ -70,25 +80,38 @@ QwenQwQMeta = ModelMeta(
     quant_types=[QuantType.NONE, QuantType.BNB, QuantType.UNSLOTH, QuantType.GGUF],
 )
 
+# Qwen QVQ Preview Model Meta
+QwenQVQPreviewMeta = ModelMeta(
+    org="Qwen",
+    base_name="QVQ",
+    instruct_tags=[None],
+    model_version="",
+    model_sizes=["72"],
+    model_info_cls=QwenQVQPreviewModelInfo,
+    is_multimodal=True,
+    quant_types=[QuantType.NONE, QuantType.BNB],
+)
+
 def register_qwen_models(include_original_model: bool = False):
     global _IS_QWEN_REGISTERED
     if _IS_QWEN_REGISTERED:
         return
-    _register_models(QwenMeta, include_original_model)
+    _register_models(QwenMeta, include_original_model=include_original_model)
     _IS_QWEN_REGISTERED = True
 
 def register_qwen_vl_models(include_original_model: bool = False):
     global _IS_QWEN_VL_REGISTERED
     if _IS_QWEN_VL_REGISTERED:
         return
-    _register_models(QwenVLMeta, include_original_model)
+    _register_models(QwenVLMeta, include_original_model=include_original_model)
     _IS_QWEN_VL_REGISTERED = True
 
 def register_qwen_qwq_models(include_original_model: bool = False):
     global _IS_QWEN_QWQ_REGISTERED
     if _IS_QWEN_QWQ_REGISTERED:
         return
-    _register_models(QwenQwQMeta, include_original_model)
+    _register_models(QwenQwQMeta, include_original_model=include_original_model)
+    _register_models(QwenQVQPreviewMeta, include_original_model=include_original_model)
     _IS_QWEN_QWQ_REGISTERED = True
 
 # register_qwen_models()

unsloth/registry/registry.py

@@ -5,10 +5,11 @@ from enum import Enum
 
 class QuantType(Enum):
     BNB = "bnb"
-    UNSLOTH = "unsloth"
+    UNSLOTH = "unsloth" # dynamic 4-bit quantization
     GGUF = "GGUF"
     NONE = "none"
 
+# Tags for Hugging Face model paths
 BNB_QUANTIZED_TAG = "bnb-4bit"
 UNSLOTH_DYNAMIC_QUANT_TAG = "unsloth" + "-" + BNB_QUANTIZED_TAG
 GGUF_TAG = "GGUF"
@@ -18,9 +19,9 @@ QUANT_TAG_MAP = {
     QuantType.UNSLOTH: UNSLOTH_DYNAMIC_QUANT_TAG,
     QuantType.GGUF: GGUF_TAG,
     QuantType.NONE: None,
-}
-
+} 
 
+# NOTE: models registered with org="unsloth" and QUANT_TYPE.NONE are aliases of QUANT_TYPE.UNSLOTH
 @dataclass
 class ModelInfo:
     org: str
@@ -152,6 +153,7 @@ def _register_models(model_meta: ModelMeta, include_original_model: bool = False
             else:
                 _quant_types = quant_types
             for quant_type in _quant_types:
+                # NOTE: models registered with org="unsloth" and QUANT_TYPE.NONE are aliases of QUANT_TYPE.UNSLOTH
                 _org = "unsloth" # unsloth models -- these are all quantized versions of the original model
                 register_model(
                     model_info_cls=model_info_cls,