Elahe Aghapour & Salar RahiliinTowards Data ScienceBeyond Fine-Tuning: Merging Specialized LLMs Without the Data BurdenFrom Model Soup to Automated Evolutionary Merging: Leveraging Specialized LLM Fusion to Reduce Data Requirements and Eliminate Intensive…3d ago3d ago
Elahe Aghapour & Salar RahiliinTowards Data ScienceFrom Unimodals to Multimodality: DIY Techniques for Building Foundational ModelsUsing advanced techniques like prompt adaptation and adapters to transform open-source unimodal models into multimodal onesJun 25Jun 25
Elahe Aghapour & Salar RahiliinTowards Data SciencePushing RL Boundaries: Integrating Foundational Models, e.g.In-Depth Exploration of Integrating Foundational Models such as LLMs and VLMs into RL Training LoopApr 172Apr 172
Elahe Aghapour & Salar RahiliinTowards Data ScienceTowards AGI: LLMs and Foundational Models’ Roles in the Lifelong Learning RevolutionIntegrating Innovations in Continual Learning Advancements Towards Artificial General Intelligence (AGI), Including VOYAGER, DEPS, and…Dec 15, 20232Dec 15, 20232