Model overview
**Importance-matrix GGUF quantizations of an abliterated Ornith-1.5-9B.** > ### Progressive release > > **Our upload bandwidth is limited (~1 MB/s), so the full 24-quant ladder takes many hours to transfer.** > Rather than sit on everything until the last byte lands, files are being published as they finish uploading: > > 1. `Q4_K_M` and the vision projector first - the ones most people want > 2. Then `Q8_0`, `Q6_K`, `Q5_K_M`, `IQ4_XS`, `Q4_K_S` > 3. Then the remaining low-bit quants, over the following hours > > **23 quants are built and queued.** The table below lists what is *currently live in this repo* and is regenerated as uploads > land - so if the file you want is missing, it is on its way rather than cancelled. Check back later, or watch the repo. Top-token agreement on this model looks low compared to figures you may have seen for other GGUF repos. **It is not a defect, and it is not caused by the abliteration.** The control proves it:
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。