模型介绍
Refusal removed from GLM-5.3-Flash by editing **666 of its 12,384 routed experts** — about **1.74% of the model's parameters**. Quantized to IQ1_S at **71.5 GiB**, which fits on a single 96 GB card. I did the edit and the quantization myself, and I measured what it cost. Every number below is first-party, taken on my own rig, on the file in this repo. > **Read this before you run it.** Every headline number below was measured at > **temperature 0, seed 0, repetition penalty 1.1/256, 16k context, `--reasoning-budget 1024`.** > The file itself ships `temperature 1.0` in its metadata and no reasoning budget, so a plain > `llama-server -m …` does **not** run the measured configuration. I tested that gap directly > (table under *Default settings vs tested settings*): at the file's own defaults, long coding > tasks ran out of output budget without answering about **1 time in 8**; with > `--reasoning-budget 1024` they did not. **For code and chat, use the quickstart line as > written. For hard math, leave the budget off** (see the correction below). This is an experimental 1.92-bit build: 37 of > 120 harmful-set responses and 8 of 120 benign ones hit the output cap in the headline run, and > that is reported separately from "unusable" below.
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: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。