Model overview
以 `google/gemma-4-E4B-it` 為基底,由云碩科技在自有AI算力資源池上微調的**繁體中文(台灣)OCR模型**。專注台灣場景的文字辨識——公文、票據、文件與各類筆記的中英混寫內容,可地端部署、資料不外流。**xReadable:讓文件被讀懂。**(`x` = xCloudinfo品牌前綴,`Read + able` = 讓文件可被讀取。) > **與Llama版(`Llama-xReadable`)並存、各補一個部署場景**:本模型基於Gemma 4 Vision,**可轉GGUF**,能直接跑在 `llama.cpp` / `Ollama` / `LM Studio`(Llama 3.2 Vision版受 `mllama` 架構限制無GGUF)。授權亦更寬鬆(Gemma Terms,無歐盟多模態限制)。**微調時凍結視覺編碼器**,僅以LoRA訓練語言側,看圖能力承襲Gemma 4原生視覺塔。 > GGUF看圖辨識**必須同時載入 `mmproj-f16`**(視覺投影器),只載主權重僅能處理純文字。量化GGUF精度略低於bf16 safetensors,關鍵用途建議用safetensors。
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:gemma。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。