Model overview
**Announcement.** This Hub card is the release notice for the MIXED deploy cut. Deeper release notes and expanded serve recipes land on Patreon as more battle testing and raw data comes in - not all at once on day one. I've spent a lot of months learning what abliteration actually costs. Turns out the trap most people fall into is chasing a vanity KL of zero and calling every judge-R a leftover refusal. That is how you lobotomize a 27B. I wanted the opposite: **willfully compliant**, coherent, useful - and still a real model when the answer gets long. So this is the ~**23G** ModelOpt **mixed** deploy cut of AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16. Not a blunt NVFP4 dump. Not a dequant-edit-requant circus. A lattice designed so the last layers can still *write code that passes unit tests*, while the bulk of the MLP rides NVFP4 where Blackwell is actually hungry for it.
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。