26 lines
953 B
Python
26 lines
953 B
Python
import sd1_clip
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import torch
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import os
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class SD2ClipModel(sd1_clip.SD1ClipModel):
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def __init__(self, arch="ViT-H-14", device="cpu", max_length=77, freeze=True, layer="penultimate", layer_idx=None):
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textmodel_json_config = os.path.join(os.path.dirname(os.path.realpath(__file__)), "sd2_clip_config.json")
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super().__init__(device=device, freeze=freeze, textmodel_json_config=textmodel_json_config)
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self.empty_tokens = [[49406] + [49407] + [0] * 75]
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if layer == "last":
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layer_idx = -1
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elif layer == "penultimate":
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layer_idx = -2
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elif self.layer == "hidden":
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assert layer_idx is not None
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assert abs(layer_idx) < 24
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else:
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raise NotImplementedError()
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self.clip_layer(layer_idx)
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class SD2Tokenizer(sd1_clip.SD1Tokenizer):
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def __init__(self, tokenizer_path=None):
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super().__init__(tokenizer_path, pad_with_end=False)
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