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920fd91 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | import torch
import torch.nn as nn
class QwenImageLearnableQuery(nn.Module):
def __init__(self, query_length: int = 64, hidden_state_dim: int = 3584, initializer_range: float = 0.02):
super().__init__()
self.query_length = query_length
self.hidden_state_dim = hidden_state_dim
self.learnable_query = nn.Parameter(torch.randn(query_length, hidden_state_dim) * initializer_range)
def forward(self, batch_size: int):
return self.learnable_query.unsqueeze(0).expand(batch_size, -1, -1)
# model=QwenImageLearnableQuery(query_length=256)
# import torch
# from safetensors.torch import save_file
# state_dict = model.state_dict()
# save_file(state_dict, "/root/workspace/lzh/my-DiffSynth-Studio/new_module/learnable_query_256.safetensors")
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