Implemented Test-Time Diffusion Deep Researcher (TTD-DR) in OptiLLM! 🚀
Just shipped a game-changing feature that turns any LLM into a powerful research agent. TTD-DR applies diffusion-inspired techniques to iteratively refine research reports while grounding them in real web sources.
How it works: • Generates initial draft • Identifies knowledge gaps • Searches web for missing info • Iteratively refines through "denoising" steps • Produces comprehensive reports with 15-30+ sources
The magic? It works with ANY model so you can choose your favorite open-source models on HF!
Key results: - 47 complex research queries tested - Every report backed by real web sources - Quality rivals human research analysts - No more hallucinations on current events!
Try it: pip install optillm Then use "deep_research-your-model-name" as the model identifier