模型介绍
If you want to disable thinking use this chat template in LM Studio, but I don't reccomend to do it for 9B model, because it's already crazy fast enough: https://pastebin.com/uk9ZkxCR And write anything you want after that. Looks like model is underperforming without this first line. > **v2 Update:** > This iteration is powered by **14,000+ premium Claude 4.6 Opus-style general reasoning samples**, with a major focus on **achieving massive gains in reasoning efficiency while actively improving peak accuracy**. > > v2 introduces a **refined reasoning scaffold** designed to eliminate redundant internal loops, significantly improving the model's **cross-task generalization** from logic and math into specialized fields like programming. Compared to the original model, **autonomy and stability are significantly improved**, ensuring the model remains robust and self-consistent during complex, multi-step problem solving. v2 is built to **think smarter, not longer**, delivering substantial improvements in inference speed and cost-effectiveness while simultaneously boosting baseline accuracy. > > *Note: Due to the constraints of SFT sample size and training scope, the model's broad general-purpose capabilities might be slightly impacted. The efficiency and accuracy results discussed here are based on the HumanEval and HumanEval+ benchmarks. Thank you for your understanding!*
主要特点
特点摘要待依据来源补齐,不凭模型名称推断能力。
局限与注意事项
暂无足够来源支持具体缺点结论。请重点验证实际任务表现、时延、数据政策、许可与版本生命周期。
来源报价与费用分析
同一模型在不同渠道、地区和配置下可能采用不同价格。下表独立保留各渠道报价,不将渠道价格视为厂商官方统一价格。
| 来源 / 渠道 | 输入 | 输出 | 计费单位 | 采集时间 |
|---|---|---|---|---|
| 暂未取得可核验报价,请查阅来源渠道。 | ||||
按月估算基础 Token 费用
预估不包含缓存优惠、阶梯定价、多模态附加费用、网络检索、税费及推理额外输出。
公开评测与运行配置
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。
查看完整已收录榜单 →常见问题
开放权重是否代表可以免费商用?
不一定。应核对具体版本许可证、商用门槛和使用政策。自部署还会产生算力和维护成本。
这些价格是实时结算价格吗?
不是实时结算价格,而是带采集时间的来源报价快照。请到对应渠道核对当前版本、区域、折扣和计费方式。
资料来源与可追溯记录
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。