Model overview
An MXFP4 GLM-5.3-Flash checkpoint for text and image-to-text serving on AMD Instinct MI355X (gfx950). On matched text-reasoning samples against amd/GLM-5.3-Flash-Quark-MXFP4, it scores **+1.0 percentage point on MMLU** and **+3.5 points on GPQA Diamond**, with **−0.2 point on GSM8K**. These are observed differences on fixed samples, not statistically established superiority or a claim about vision, safety, or general agentic quality. Runtime support: SGLang PR #39273. Both checkpoints answered the same fixed questions with one greedy attempt per question. A capped or unfinished response counts as incorrect.
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：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。