Model overview
GGUF quantizations of **migtissera/Tess-4-27B** — an agentic, reasoning-native 27B model that **scales its deliberation to the difficulty of the task**: tight on the easy calls, deep on the hard ones. Built on **Qwen/Qwen3.6-27B**. > 👉 **Full model card, capabilities, and details:** **migtissera/Tess-4-27B** **LM Studio / Ollama** — load any text quant. For image input in **LM Studio**, keep `mmproj-Tess-4-27B-F16.gguf` in the **same folder** as the model and it's auto-detected. Use a recent llama.cpp runtime — older builds won't recognize the `qwen35` architecture.
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。