MODEL PROFILE

AptAvatar

TaoLiveAIGC · AptAvatar

**Links are placeholders for now and will be updated as project pages, model cards, community channels, and reports become available.** - **Endpoint-Anchored Distribution Distillation**: It augments vanilla distribution matching with a dedicated Anchor Score Estimator trained on the trajectory-endpoint distribution defined from a frozen pretrained 4-step bridge generator. This provides an attainable endpoint-level anchor for the evolving two-step student. - **Self-Generated History Replay**: It reuses cached outputs from earlier generator checkpoints as history conditions during chunk-wise training. This approximates inference-time self-conditioning, mitigating quality degradation from accumulated history errors - **2026.06.29** - Released the initial AptAvatar repository with open-source inference code.

Context windowNot disclosed
Input → Output待核验 → 待核验
Model weightsNot verified
Profile updated2026/11/2 19:16:47
OVERVIEW

Model overview

**Links are placeholders for now and will be updated as project pages, model cards, community channels, and reports become available.** - **Endpoint-Anchored Distribution Distillation**: It augments vanilla distribution matching with a dedicated Anchor Score Estimator trained on the trajectory-endpoint distribution defined from a frozen pretrained 4-step bridge generator. This provides an attainable endpoint-level anchor for the evolving two-step student. - **Self-Generated History Replay**: It reuses cached outputs from earlier generator checkpoints as history conditions during chunk-wise training. This approximates inference-time self-conditioning, mitigating quality degradation from accumulated history errors - **2026.06.29** - Released the initial AptAvatar repository with open-source inference code.

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.

PRICING & COST

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 / channelInputOutputBilling unitCollected 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.

INDEPENDENT BENCHMARKS

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:来源未披露,须进一步核验。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。