Custom Trained Models

Text Fine-tuning

Personal 2020 -

Adapted smaller-scale language models with domain-specific datasets to refine consistency and output style.

Text Fine-tuning Example

Image Fine-tuning

Personal 2024 -

Adapted diffusion backbones to new datasets, enhancing style transfer and domain control.

Image Fine-tuning Example

Concept Models

Research 2023 -

Built prototype models to explore new interaction modes and creative applications beyond standard fine-tuning.

Concept Model Example

Experimental Architectures

Experimental 2024 -

Tested hybrid transformer architectures for more efficient inference and fine-grained output control.

Experimental Architecture Example