ali-vilab/In-Context-LoRA

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2083 stars · 95 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Official repository for In-Context LoRA (IC-LoRA), a framework for adapting Diffusion Transformers to diverse visual generation tasks via LoRA fine-tuning. It provides pretrained models, training configurations, and ComfyUI workflows for tasks like film storyboard generation and visual identity design.

Use cases

• generate film storyboards with diffusion transformers
• fine-tune LoRA adapters for image generation tasks
• create visual identity designs with AI
• run IC-LoRA models in ComfyUI
• benchmark zero-shot task generalization of generative models
• train custom LoRA models on paired image data

When to choose

• you want pretrained LoRA models for Diffusion Transformers covering tasks like storyboard generation or visual design
• you need training data and configs to fine-tune diffusion models for custom visual generation tasks
• you use ComfyUI and want workflows for in-context image generation

When to avoid

• you need a production-ready image editing application with a polished UI
• you work with non-diffusion model architectures or non-visual tasks
• you require a commercially licensed, fully supported product - the repo has no explicit license

Facets

library · maturity active

image-processing machine-learning stable-diffusion llm-training artificial-intelligence image-processing deep-learning python cross-platform diffusion-transformers lora text-to-image image-generation comfyui model-zoo research gpu

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