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Merged
pull merged 1 commit into from
Aug 22, 2026
+12 −1
Merged

[pull] master from Comfy-Org:master #1068

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13 changes: 12 additions & 1 deletion comfy/text_encoders/minimax.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,10 @@

VISION_START = 151652
VISION_END = 151653
# FL2VA/Ref2VA tokenizer_config extends Qwen with these, ids fixed by the released tokenizer
MINIMAX_EXTRA_TOKENS = {"<d>": 151669, "</d>": 151670, "<|cutoff|>": 151671,
"<|lyrics_start|>": 151672, "<|lyrics_end|>": 151673,
"<|caption_start|>": 151674, "<|caption_end|>": 151675}
QWEN_IMAGE_MEAN = [0.5, 0.5, 0.5]
QWEN_IMAGE_STD = [0.5, 0.5, 0.5]

Expand Down Expand Up @@ -122,9 +126,16 @@ def __init__(self, device="cpu", dtype=None, model_options={}):
clip_model=MiniMaxH3ClipModel, model_options=model_options)


class MiniMaxQwenSDTokenizer(Qwen3VLSDTokenizer):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.tokenizer.add_special_tokens({"additional_special_tokens": list(MINIMAX_EXTRA_TOKENS)})
self.inv_vocab = {v: k for k, v in self.tokenizer.get_vocab().items()}


class MiniMaxH3Tokenizer(comfy.sd1_clip.SD1Tokenizer):
def __init__(self, embedding_directory=None, tokenizer_data={}):
tokenizer = lambda *a, **kw: Qwen3VLSDTokenizer(*a, **kw, embedding_size=5120, embedding_key="qwen3vl_32b")
tokenizer = lambda *a, **kw: MiniMaxQwenSDTokenizer(*a, **kw, embedding_size=5120, embedding_key="qwen3vl_32b")
super().__init__(embedding_directory=embedding_directory, tokenizer_data=tokenizer_data, name="qwen3vl_32b", tokenizer=tokenizer)

@staticmethod
Expand Down
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