Model overview
OrcaRouter's Qwen3.8 Flash research checkpoint, converted to a compact expert format for AMD Strix Halo and the native CIRU v5 runtime. **The original Orca version remains available through its existing download parts and assembly helper.** The v5.0 GGUF is an additional, versioned choice. Both versions use Orca's matching Q8 multi-token prediction (MTP) draft, the required paged token-embedding files, and the matching Orca vision projector. > [!IMPORTANT] > The compact expert format needs the matching CIRU runtime. Stock llama.cpp > and Hugging Face hosted inference do not load it. Keep the required `ple/` > token-embedding files on fast local storage. Runtime **v5.5.0** retains the v5 model and runtime features, adding the corrected concurrent MTP/attention paths and post-image memory-pressure fix. The existing v5.0 weights are unchanged. The default remains **one slot, 262,144 context tokens, MTP4**, with a 16,384-token batch and an **8,192-token microbatch**.
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：other。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。