Model overview
Community GGUF quantizations of Tencent Hy-Memory-30B-A3B, a 30B-parameter MoE memory-writing model with approximately 3B active parameters. Original model by **Tencent Hunyuan**; conversion and quantization by **rapatsky**. No additional training was performed. **The conversion corrects an expert-width mismatch in the pinned publisher configuration before conversion.** See the reproducibility section below. Each GGUF is a complete, independent model. Download only the quantization you need. The four standard quantizations hosted in this repository use no importance matrix; their router weights and expert-selection biases remain F32. K_M presets use mixed tensor precision, so the labels are not uniform bit widths. The recommended IQ4_XS model is hosted separately and uses RU/EN calibration and a custom tensor allocation, detailed in its model card.
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：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。