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Salesforce AI research shows that when tuning an agent around a weaker model, copying a stronger model can degrade performance; instead, targeted corrections to the weaker model's failures improve results without disrupting the existing setup.
This article presents Qwen3.8-27B-Humanlike-Chat, a model fine-tuned to reduce AI-like conversational habits and mimic realistic human-to-human chats. Trained on a dataset of real conversations, it aims to make responses more natural and less assistant-like.
Uni-Edit proposes using intelligent image editing as a single general task to simultaneously improve unified multimodal models' understanding, generation, and editing capabilities, with an automated data synthesis pipeline creating complex editing instructions.