Awesome Multimodal Learning Papers and Source Codes

NeMo: Build Production-Grade Speech, LLM, and Multimodal AI Faster with NVIDIA’s Optimized Framework 16305

NVIDIA NeMo is a cloud-native, open-source framework designed for developers, research engineers, and technical decision-makers who need to build, customize,…

12/27/2025Automatic Speech Recognition, Large Language Models, Multimodal Learning

LLaMA-Adapter: Efficiently Transform LLaMA into Instruction-Following or Multimodal AI with Just 1.2M Parameters 5907

If you’re working on a project that requires a capable language model—but lack the GPU budget, time, or infrastructure for…

12/26/2025Instruction Tuning, Multimodal Learning, Parameter-Efficient Fine-Tuning

TikZero: Generate Editable, Precise Scientific Figures from Text—No Paired Training Data Needed 1650

Creating publication-ready scientific diagrams often requires deep familiarity with vector graphics tools or typesetting systems like LaTeX and TikZ. While…

12/17/2025Multimodal Learning, Program Synthesis, Zero-shot Generation

Meta-Transformer: One Unified Model for 12 Modalities—No Paired Data Needed 1644

In today’s AI landscape, building systems that understand multiple types of data—text, images, audio, video, time series, and more—is increasingly…

12/17/2025Foundation Model, Multimodal Learning, Representation Learning

LlamaFactory: Fine-Tune 100+ Language Models Effortlessly—No Coding Required 63856

Fine-tuning large language models (LLMs) used to be a complex, time-consuming endeavor—requiring deep expertise in deep learning frameworks, custom code…

12/12/2025Multimodal Learning, Preference Alignment, Supervised Fine-tuning