Model overview
PrismML's Ternary Bonsai 2 27B (a 27B dense model with end-to-end ternary weights, Qwen3.8-27B hybrid backbone, 262K context, Apache-2.0) **with a NextN / MTP draft head bundled in**, so the model self-speculates — no second file, no external drafter. The published PrismML GGUFs carry no NextN layer. These bundles add the upstream Qwen/Qwen3.8-27B MTP head (its `mtp.*` tensors, exported by upstream llama.cpp `convert_hf_to_gguf.py --mtp --outtype q8_0`) as one extra layer; every other key and tensor is the PrismML file, byte for byte. The head stays in the normal basis (it is not among the Hadamard-rotated tensors); its token-embedding lookup on the rotated table gets the inverse transform in the engine (PrismML's `518ad108`). The vision projector is **not** duplicated here: use PrismML's `Ternary-Bonsai-2-27B-mmproj-Q8_0.gguf` (600 MiB) from the base repo with `--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。