MODEL PROFILE

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:

Text generationreasoninglicense:mit
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/11/2 19:17:09
OVERVIEW

Model overview

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:

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.

PRICING & COST

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 / channelInputOutputBilling unitCollected 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.

INDEPENDENT BENCHMARKS

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: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。