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In-context Learning

OpenICL: Simplify In-Context Learning for LLM Evaluation Without Retraining

OpenICL: Simplify In-Context Learning for LLM Evaluation Without Retraining 583

Evaluating large language models (LLMs) on new tasks traditionally requires fine-tuning—a process that’s time-consuming, resource-intensive, and often impractical when labeled…

01/13/2026In-context Learning, LLM Evaluation, Prompt-based Inference
In-Context LoRA: Generate High-Fidelity Multi-Image Sets with Minimal Data and No Model Changes

In-Context LoRA: Generate High-Fidelity Multi-Image Sets with Minimal Data and No Model Changes 2024

Imagine you need to generate a cohesive set of images—say, a film storyboard, a series of product design mockups, or…

12/26/2025Diffusion Transformers, In-context Learning, Multi-image Generation
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