MODEL PROFILE · 模型档案

GLM-5.3-Flash-Uncensored-AWQ

hell0ks · GLM-5.3-Flash-Uncensored-AWQ

The abliterated (refusal-removed) build of Z.ai's GLM-5.3-Flash — baked directly into the official block-FP8 checkpoint, byte-for-byte drop-in for the original > The **abliterated** (refusal-removed) build of `zai-org/GLM-5.3-Flash` > — a **320B / 18B-active** Mixture-of-Experts model with hybrid linear + sparse attention, > 4-wide **Manifold-Constrained Hyper-Connections**, a native **vision + video** tower, an **MTP** > speculative head, and a **1M-token** context. > > The refusal direction is baked **directly into the official block-FP8 shards** — same format, same > shard layout, same `model.safetensors.index.json`. Every tensor matches the base checkpoint in > name, dtype and shape, so this is a **drop-in replacement** for `zai-org/GLM-5.3-Flash` in any > stack that already serves it. > > **On the `-FP8` name:** block-FP8 *is* the format Z.ai ships GLM-5.3-Flash in — the suffix names the > checkpoint's own precision, not a quantization step we applied. There is no upstream BF16 release to > derive from, so this is the full-precision source as published. This model has had its **safety alignment substantially removed** via *abliteration* (orthogonalizing the refusal direction out of the residual stream). As a direct consequence:

译文排队中,当前展示来源原文。

文本生成reasoninglicense:mit
上下文窗口来源未披露
输入 → 输出文本 → 文本
模型权重待核验
档案更新时间2026/10/30 08:17:59
OVERVIEW

模型介绍

The abliterated (refusal-removed) build of Z.ai's GLM-5.3-Flash — baked directly into the official block-FP8 checkpoint, byte-for-byte drop-in for the original > The **abliterated** (refusal-removed) build of `zai-org/GLM-5.3-Flash` > — a **320B / 18B-active** Mixture-of-Experts model with hybrid linear + sparse attention, > 4-wide **Manifold-Constrained Hyper-Connections**, a native **vision + video** tower, an **MTP** > speculative head, and a **1M-token** context. > > The refusal direction is baked **directly into the official block-FP8 shards** — same format, same > shard layout, same `model.safetensors.index.json`. Every tensor matches the base checkpoint in > name, dtype and shape, so this is a **drop-in replacement** for `zai-org/GLM-5.3-Flash` in any > stack that already serves it. > > **On the `-FP8` name:** block-FP8 *is* the format Z.ai ships GLM-5.3-Flash in — the suffix names the > checkpoint's own precision, not a quantization step we applied. There is no upstream BF16 release to > derive from, so this is the full-precision source as published. This model has had its **safety alignment substantially removed** via *abliteration* (orthogonalizing the refusal direction out of the residual stream). As a direct consequence:

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

—

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。

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。

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:mit。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。