MODEL PROFILE

Ternary-Bonsai-2-27B-Abliterated-PQ2_0-MTP-GGUF

BoldingBuilds · Ternary-Bonsai-2-27B-Abliterated-PQ2_0-MTP-GGUF

> **v2 is out:** Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-GGUF. > It fixes the thinking-mode problem described below: blank answers on harmful prompts drop > from 27% to 15% at default settings and to 0% with `reasoning_effort=medium`. This repo > stays up unchanged as v1. Refusal behaviour removed from `prism-ml/Ternary-Bonsai-2-27B-gguf` at PQ2_0 (2.13 bpw), by flipping a small number of ternary digits in place. **Block scales are never touched and the model is never requantised**, so this is the released ternary packing with a few digits changed — not a re-derived one. A second file adds the Qwen3.8-27B multi-token-prediction head, which makes `--spec-type draft-mtp` work and decodes **~37% faster** at identical weights.

Text generationlicense:apache-2.0
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/30 06:37:37
OVERVIEW

Model overview

> **v2 is out:** Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-GGUF. > It fixes the thinking-mode problem described below: blank answers on harmful prompts drop > from 27% to 15% at default settings and to 0% with `reasoning_effort=medium`. This repo > stays up unchanged as v1. Refusal behaviour removed from `prism-ml/Ternary-Bonsai-2-27B-gguf` at PQ2_0 (2.13 bpw), by flipping a small number of ternary digits in place. **Block scales are never touched and the model is never requantised**, so this is the released ternary packing with a few digits changed — not a re-derived one. A second file adds the Qwen3.8-27B multi-token-prediction head, which makes `--spec-type draft-mtp` work and decodes **~37% faster** at identical weights.

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.

PRICING & COST

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 / channelInputOutputBilling unitCollected at
No verified prices yet. Check the source channel.

Estimate monthly base token costs

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Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.

INDEPENDENT BENCHMARKS

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。

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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。