MODEL PROFILE

Ternary-Bonsai-8B-gguf

prism-ml · Ternary-Bonsai-8B-gguf

Prism ML Website  |  White Paper  |  Demo & Examples  |  Discord - **White Paper** - **Demo repo** — examples for serving, benchmarking, and integrating Bonsai - **Discord** — community support and updates - **Kernels**: Q2_0 is not yet in mainline `llama.cpp`. Use our fork at PrismML-Eng/llama.cpp (`prism` branch, default) which adds Q2_0 support for CPU (NEON/generic) and Metal. Upstream PR coming soon. Each weight takes a value from {-1, 0, +1}, with one shared FP16 scale per group of 128 weights:

Text generationlicense:apache-2.0
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/29 02:41:43
OVERVIEW

Model overview

Prism ML Website  |  White Paper  |  Demo & Examples  |  Discord - **White Paper** - **Demo repo** — examples for serving, benchmarking, and integrating Bonsai - **Discord** — community support and updates - **Kernels**: Q2_0 is not yet in mainline `llama.cpp`. Use our fork at PrismML-Eng/llama.cpp (`prism` branch, default) which adds Q2_0 support for CPU (NEON/generic) and Metal. Upstream PR coming soon. Each weight takes a value from {-1, 0, +1}, with one shared FP16 scale per group of 128 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。