Model overview
Refusal-direction–ablated GGUF of `openbmb/MiniCPM-V-4.7-35B-A3B`, the 35B-A3B Qwen3.5-moe-text (hybrid GatedDeltaNet + Full-Attention + 256 routed experts + 1 shared expert) multimodal model. Surgery removes the model's refusal direction from **all three residual-stream writer tiers** of the Qwen3.5 hybrid architecture — the SSM output path is the critical tier that single-tier surgeries miss on this architecture. Multimodal (16× + 4× projectors) and DSpark speculative-decoding paths are preserved. HarmBench-240 (standard + contextual + copyright splits), MMLU-200 (balanced subjects, logit-eval), multi-turn 5-scenario coherence, harsh-10 hot categories. Multimodal verified on synthetic image (number `7342` + red square + blue circle).
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。