Model overview
A Gated-DeltaNet-aware mixed GGUF of official **Qwen/Qwen3.8-27B** (`1d4bf0f2`) for llama.cpp, Ollama, LM Studio, jan, KoboldCpp, and other stock GGUF runtimes. This is a quantization of the Qwen3.8-27B checkpoint. Ridge is a probed mix of types written for this architecture: 64 layers = 16 × `(3 × GatedDeltaNet → FFN + 1 × GatedAttn → FFN)`. Generic `IQ2_XS` and UD-IQ2 do not treat GDN state (`ssm_alpha` / `ssm_beta`) or the GDN mixers as first-class. We fixed that. Nothing was stripped to make the file fit. The native MTP draft head (`blk.64` / `nextn`) stays in the GGUF. Vision is a separate BF16 `mmproj`.
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。