Model overview
Prism ML Website | Whitepaper | Demo & Examples | Colab Notebook | Discord - Deployed footprint fits on virtually any device with a GPU - **End-to-end 1-bit weights** across embeddings, attention projections, MLP projections, and LM head - **GGUF Q1_0 (g128)** format for 1-bit packing of weights with shared scales for each group (group size 128). - **Cross-platform**: CUDA (RTX/datacenter), Metal (Mac), Swift (iPhone/iPad), Android - **MLX companion**: also available as MLX 1-bit g128 for native Apple Silicon inference - **Google Colab** — try Bonsai in your browser, no setup required - **Whitepaper** — for more details on Bonsai, check out our whitepaper - **Demo repo** — comprehensive examples for serving, benchmarking, and integrating Bonsai - **Discord** — join the community for support, discussion, and updates - **1-bit kernels**: llama.cpp fork (CUDA + Metal) · MLX fork (Apple Silicon) · mlx-swift fork (iOS/macOS) - **Locally AI** — we have partnered with Locally AI for iPhone support
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。