Principle:AUTOMATIC1111 Stable diffusion webui Text Encoding
Definition
Multilingual text encoding using XLM-RoBERTa transformer models for SD3 conditioning.
Motivation
SD3 pipelines require multilingual text conditioning that goes beyond CLIP-based encoders. XLM-RoBERTa models provide robust cross-lingual text representations, enabling prompt understanding across multiple languages and improving generation quality for non-English inputs.
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