AIFeatured4 min read
AI Research
The tokenizer that learned to understand before it learned to generate
MiniMax's VTP framework rethinks how visual tokenizers are pre-trained, replacing pure reconstruction objectives with a mix that rewards semantic understanding. The result: a tokenizer that actually scales with compute, and a 65.8% FID improvement on downstream generation.
2026-07-22