Model overview
A NInfer **v3** artifact of PrismML's Ternary Bonsai 2 27B for **NInfer-all**, the `master` branch of iamwavecut/ninfer-all, which serves the RTX 3090, RTX 4090, RTX 5090 and RTX PRO 6000 Blackwell. Stock NInfer builds refuse this file (`t2_g128_fp16` and the `hadamard_signs` Use auxiliary exist only in that line). The numbers below come from `master` at `2172a598` (September 2026), each card running the device route profile built into it. Every profile of this revision runs there; older engines are covered at the end. With `--lm-head-draft` the drafters score their candidates on the proposal head instead of the full one. MTP decodes 4% faster through it and accepts the same share of its drafts; DFlash2 gains nothing measurable, so its profiles leave the flag off. The head is loaded only with the flag.
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。