SupraLabs has launched supra-title-FFT-preview, a chat title generation model trained on 115K samples from a filtered dataset, expanding coverage beyond its previous 12K-sample model. The model uses full fine-tuning on LiquidAI/LFM2.5-350M-Base with BF16 precision and is designed for single-purpose chat title generation, available via Hugging Face and supporting direct loading or vLLM deployment.