MODEL PROFILE · 模型档案

Qwen3.8-27B-nvfp4full-dflash2-NInfer-v3

kaushikvira · Qwen3.8-27B-nvfp4full-dflash2-NInfer-v3

The same bytes you know from kaushikvira/Qwen3.8-27B-nvfp4full-dflash2-NInfer (v2), migrated to the **NInfer v3 artifact container** (upstream `f76e19c0`, model/weight decoupling). Weight tensors are **bit-preserved** — this is a packaging upgrade, not a re-quantization. > ## 🔑 No engine patch needed anymore > > The v2 artifact required a *forked* NInfer engine: the `qwen3.8-27b/nvfp4full` > weights profile had to be registered in C++ (4 files: profile enum, resolver, > binder, workspace cases). **NInfer v3's loader is data-driven** — every weight > binds from the artifact's own logical bindings and per-tensor formats — so > this artifact needs **no model-support patch of any kind**. Any NInfer engine > at upstream v3 (`Neroued/ninfer` master ≥ `f76e19c0`, 2026-09-13) loads and > serves it. Our previous fork's C++ registration commits were deleted during > the v3 rebase and the model still passes the full quality gate (see below), > which is the proof: the engine path in our build *is* upstream's. > > The only fork-local piece left is one allow-list line in the *offline upgrade > tool* (to produce v3 files like this one) — not in the engine, not needed to > serve. Input must match SHA-256 `373dab08…937de1`; output must match `74d2fc17742537defa6897583caaabcc9adfc99bdfbea402ec5e8facd0d5fdfc`.

译文排队中,当前展示来源原文。

视觉问答multimodallicense:apache-2.0
上下文窗口来源未披露
输入 → 输出文本、图像 → 文本
模型权重待核验
档案更新时间2026/10/30 21:11:19
OVERVIEW

模型介绍

The same bytes you know from kaushikvira/Qwen3.8-27B-nvfp4full-dflash2-NInfer (v2), migrated to the **NInfer v3 artifact container** (upstream `f76e19c0`, model/weight decoupling). Weight tensors are **bit-preserved** — this is a packaging upgrade, not a re-quantization. > ## 🔑 No engine patch needed anymore > > The v2 artifact required a *forked* NInfer engine: the `qwen3.8-27b/nvfp4full` > weights profile had to be registered in C++ (4 files: profile enum, resolver, > binder, workspace cases). **NInfer v3's loader is data-driven** — every weight > binds from the artifact's own logical bindings and per-tensor formats — so > this artifact needs **no model-support patch of any kind**. Any NInfer engine > at upstream v3 (`Neroued/ninfer` master ≥ `f76e19c0`, 2026-09-13) loads and > serves it. Our previous fork's C++ registration commits were deleted during > the v3 rebase and the model still passes the full quality gate (see below), > which is the proof: the engine path in our build *is* upstream's. > > The only fork-local piece left is one allow-list line in the *offline upgrade > tool* (to produce v3 files like this one) — not in the engine, not needed to > serve. Input must match SHA-256 `373dab08…937de1`; output must match `74d2fc17742537defa6897583caaabcc9adfc99bdfbea402ec5e8facd0d5fdfc`.

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。

PRICING & COST

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

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INDEPENDENT BENCHMARKS

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。

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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。