Artificial Intelligence #generative ai#lora
FreeStyle: Scalable Style-Content Dual-Reference Generation via Community LoRA Mining
FreeStyle is a scalable dual-reference generation framework that leverages community LoRAs as compositional anchors for style and content. It introduces a two-stage curriculum with attention-level enrichment and frequency-aware RoPE modulation to suppress leakage from style references. The framework is evaluated on a new benchmark covering style similarity, content preservation, and leakage rejection, achieving a strong balance among these objectives.
Jun 21, 2026 1 source