Bug Fix for issue #34294

[fpgaminer]

Update SiglipVisionEmbeddings.forward to cast input to correct dtype before embedding it.

Fixes #34294

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Who can review?

@amyeroberts @qubvel

[qubvel]

Thanks for the update!

Comment for core maintainers
Update SigLIP similar to CLIP:

transformers/src/transformers/models/clip/modeling_clip.py

Lines 247 to 248 in 32590b5

	target_dtype = self.patch_embedding.weight.dtype
	patch_embeds = self.patch_embedding(pixel_values.to(dtype=target_dtype)) # shape = [*, width, grid, grid]

[ArthurZucker]

Thanks 🤗