Model overview
This repository contains a single-file, mixed-precision `.ninfer` conversion of shisa-ai/Ornith-1.5-35B-A3B-MTP, built and tested with UDPSendToFailed/ninfer-4090 on a 24 GB RTX 4090 (`sm_89`). The artifact contains the Ornith target model, Shisa AI's replacement MTP head, the Vision tower, NInfer's optimized proposal head, and embedded Qwen3.6 DFlash draft weights. It is **not** a Safetensors or GGUF checkpoint and is not intended for Transformers, llama.cpp, or unrelated NInfer forks. > **Why this upstream matters:** this is the Ornith variant whose MTP component was deliberately repaired. Shisa AI replaced the native head that had underperformed with a Qwen3.6-initialized, KL-distilled head intended for working speculative decoding. This conversion retains it, and the local MTP4 test below confirmed 66.94% accepted draft tokens with zero fallback steps.
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。