Model overview
This repository contains GGUF quantizations of the heavily fine-tuned and uncensored AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored model. Unlike standard quantization, these models were generated using a high-precision pipeline: * **Output Tensor Preservation:** We utilized `--leave-output-tensor` during quantization. This ensures the model's final projection head remains in `FP16` precision, preventing the "numerical noise" that typically degrades the reasoning capabilities of smaller quantizations. * **SSM Weight Fidelity:** The 1D SSM routing weights (alpha/beta) were preserved to maintain the model's complex long-range memory and selective state dynamics. * **Native Reasoning:** The model is equipped with a native reasoning trigger. By utilizing the built-in ` ` block, the model can perform multi-step logical planning before providing a final response. These files are prefixed with `Qwen3.6-27B...`. They are generated using `--leave-output-tensor`, ensuring the final projection head and 1D SSM routing weights are preserved at higher precision. **These provide superior reasoning, logic retention, and intelligence.**
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：other。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。