Model overview
> **工业级端侧极智大脑 · 离散扩散加速 (Discrete Diffusion) 物理熔铸 · Rank-2 SVD 级联双投影消融 · 26万 Token 真·双语海森满秩校准 · 消费级单卡（RTX 3060 12GB）满血点火** > **核心资产**：~4.76 GB 极智单文件纯血大脑（彻底剥离安全死锁 + 扩散提速 + IQ4_XS 端到端硬映射） > **极限吞吐**：RTX 3060 单卡实测 Prompt 预填充 **626.5 t/s**，自回归生成吞吐稳定在 **57.1 ~ 59.4 t/s**（满血输出高难渗透脚本与逆向工程代码） 本模型基于 `IFM/K2-Horizon-7B` 基座，**预先在物理层熔铸了 1.4GB 的 `Uno` 条件扩散适配器**，随后送入消融工厂进行全域安全剥离，最后实施 iMatrix 极限量化。实测战报如下： 1. **跨语言海森空间激活防坍缩**： - 校准语料采用严格的 **50% 纯正中文高熵长文本（COIG-CQIA 弱智吧+逻辑推导）+ 50% 英文推导（Alpaca）**，共计 262,144 个真实 Tokens； - 彻底破除了单一英文校准导致的中文表征正交子空间曲率坍缩，生成了极高纯度的 `imatrix.dat`。 2. **坚守 IQ4_XS (4.25 bpw) 黄金帕累托平衡点**： - 将 18GB 的庞然大物压缩至 **4.76 GB**，完美适配 12GB / 8GB 显存的消费级显卡，同时保证代数推理与代码生成满分闭环。
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。