MODEL PROFILE

Bonsai-8B-mlx-1bit

prism-ml · Bonsai-8B-mlx-1bit

Prism ML Website  |  Whitepaper  |  Demo & Examples  |  Colab Notebook  |  Discord > **12.8x** smaller than FP16 | **8.4x** faster on M4 Pro | **44** tok/s on iPhone | runs on Mac, iPhone, iPad Each weight is a single bit: `0` maps to `−scale`, `1` maps to `+scale`. Every group of 128 weights shares one FP16 scale factor.

Text generationlicense:apache-2.0
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/30 20:26:16
OVERVIEW

Model overview

Prism ML Website  |  Whitepaper  |  Demo & Examples  |  Colab Notebook  |  Discord > **12.8x** smaller than FP16 | **8.4x** faster on M4 Pro | **44** tok/s on iPhone | runs on Mac, iPhone, iPad Each weight is a single bit: `0` maps to `−scale`, `1` maps to `+scale`. Every group of 128 weights shares one FP16 scale factor.

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。