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Showing 1 to 2 of 2 for “"LoRA Fine-Tuning"”.
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Prompt Injection Generation Using Small Language Models with Reinforcement Learning with Artificial Intelligence Feedback
… of prompt injection messages. Techniques such as LoRA fine-tuning and full fine-tuning of even smaller models are employed in this short form text generation model. We also introduce a fine-tuned SLM enhanced with Reinforcement Learning with Artificial Intelligence Feedback (RLAIF), which removes …
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Improving Controllability in Diffusion-Based Image Inpainting through Structured Workflows and Preference-Based Model Adaptation
… virtual staging framework is developed that fine-tunes a diffusion model for controlled object generation and integrates it into an agentic pipeline for context-aware scene inpainting. Building on this, the second approach addresses the limitation that workflow-level control alone does not …