Model overview
The official NInfer Qwen3.8-27B artifact with one change: its prefill GEMMs may quantize their activations to int8 and run on int8 tensor cores. **The weights are byte-for-byte the official ones** (Q4/Q5 projections, Q8 vocabulary, MTP head, DFlash2 drafter, vision tower, indexed proposal head, tokenizer and chat template); only the activation permission of 512 projection inputs changes from `A16Only` to `AllowA8`. **This file only runs on the NInfer build from JGamboa/ninfer-4090-windows (branch `main`), on an NVIDIA RTX 4090 (`sm_89`).** It does not load in llama.cpp, vLLM or Transformers, nor in engines without the int8 prefill route. Current figures for this artifact (2026-09-27, `main` at `e7d309e3`, one RTX 4090 at stock clocks without a display, Windows 11, CUDA 13.4):
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。