instruction tuning
instruction-tuning-7529fe84·2 events·first seen 28d agoAliases: instruction tuning
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Instruction-tuning Stable Diffusion with InstructPix2Pix
This Hugging Face blog post describes a methodology for instruction-tuning Stable Diffusion using the InstructPix2Pix framework, enabling image editing via natural language instructions. The approach adapts techniques from language model instruction-tuning to the image generation domain. The post covers dataset construction, training procedures, and evaluation of the resulting models.
Prism: Plug-in Infrastructure for Multimodal Continual Instruction Tuning Research
Prism is an open-source codebase designed to address engineering bottlenecks in Multimodal Continual Instruction Tuning (MCIT) research. It introduces a plugin registration mechanism that separates algorithmic development from backbone MLLM implementation, allowing new continual learning strategies to be integrated without modifying the underlying model codebase. This design aims to eliminate structural fragmentation across method-specific implementations and enable fair, reproducible comparisons at scale.