Unverified50% confidenceFactExact time
Minimax's turbo mode is its optimized fast-generation version, which trades generation speed for faster output through model distillation or by reducing the number of diffusion sampling steps.
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50%
Confidence
Medium-term (~90 days)
Relevance
9/9/2026
First Seen
Valid until: 12/8/2026
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UnverifiedTurbo version models are typically based on techniques such as consistency distillation or flow matching, compressing the tens of denoising inference steps of standard diffusion models to 4 to 8 steps or even fewer71% similarUnverifiedDiffusion models perform better in global consistency but have slower inference speeds, while autoregressive models generate content frame by frame or segment by segment.67% similarUnverified初次使用应先选择体积小的模型版本把流程跑通，再酌情尝试更大的模型66% similarUnverified扩散模型推理速度较慢，通常需要数十步去噪迭代才能生成一张图像，这催生了DDIM、DPM-Solver等加速采样算法66% similarUnverifiedLightweight models such as Flash or Turbo variants typically achieve acceleration through model distillation, quantization, speculative decoding, or reducing the number of parameters and layers.65% similar
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