LoRA training on real people beats reference and image-to-video for character consistency

OdinLovis · x · 2026-10-15

After being LoRA-trained to demo character consistency on "H3 max", @OdinLovis concludes that LoRA training on people consistently yields far higher quality than any reference-only or image-to-video approach.

A hands-on takeaway for anyone building digital-human or virtual-influencer video workflows: lightweight fine-tuning remains the more reliable route for identity consistency.

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