Model overview
**Minimax-h3_Singularity V2 INT8** builds on V1 with expanded action coverage, stronger prompt adherence, a fix for audio reference conditioning, and enhanced visual style rendering. * ⚔️ **Expanded Action Coverage**: Further optimized on top of V1 to support a wider range of action scenes and more varied motion sequences, extending the model's versatility across dynamic video generation scenarios. * 📝 **Stronger Prompt Adherence**: V2 follows prompt instructions more closely, improving control over subjects, actions, environments, and visual styles. We recommend keeping prompts within approximately **5,000 characters**, using clear, focused descriptions and avoiding excessive or repetitive instructions. * 🎵 **Audio Reference Fix**: Fixed the audio reference conditioning issue. Audio references can now be used to help adjust the character's color tone. * 🎨 **Enhanced Visual Styles**: Strengthened visual style rendering, with strong results across **photorealistic, East Asian realism, 3D CG, and cinematic CG** scenes. For best results, explicitly include the desired style keywords in your prompt. * 📦 **INT8 Release**: The updated V2 model is available in **INT8 format**. Clearly describe the **subject, action, environment, camera movement, and intended visual style**. Keep instructions consistent and prioritize the details that matter most.
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。