Model overview
> **Important:** UNCENSORED = refusal-removed **GGUF** build of **Ornith-1.5-122B** (Qwen3.5-family hybrid GatedDeltaNet + full-attention MoE, 122B total / 10B active). This repo stacks **Q4_K_M (~79 GB)** and **IQ2_XXS (~44 GB)** in one place. Both carry the native **MTP (nextn) head** for self-speculative decoding and ship with the matching **mmproj** vision tower. Follow **@dealignai** for new releases. **Qwen3.5 hybrid GatedDeltaNet + full-attention MoE** · **122B total / 10B active** · **VL (image + video)** · **MTP (nextn) speculative decoding** A refusal-removed GGUF build of **Ornith-1.5-122B** (Qwen3.5-based 122B-A10B hybrid MoE with vision). Two sizes in one repo. The vision tower (`mmproj-F16.gguf`) is **byte-identical to the base BF16 source**, so VL capability is preserved exactly.
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。