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From Fine-Tuning to Distribution: Scalable Captioning Workflows and Smarter Video Clipping

Summary Key Takeaway: This guide turns a hands-on captioning-and-training workflow into a repeatable pipeline that ends with automated distribution. Claim: The approach is grounded in practical tests with RAMPlus, Tag2Text, BLIP-2, Cosmos 2, and an integrated clipping-and-scheduling flow. * Fine-tuning Stable Diffusion still depends on strong image–text pairs; modern taggers

By CHA X.