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Traditional Chinese reasoning and multimodal models
Built on PrivModel technology, we independently develop Traditional Chinese reasoning and multimodal models, trained on three major Traditional Chinese datasets: mathematical & logical reasoning, everyday reasoning, and tool-instruction.
ACE
Traditional Chinese reasoning and multimodal models
Built on PrivModel technology, we independently develop Traditional Chinese reasoning and multimodal models, trained on three major Traditional Chinese datasets: mathematical & logical reasoning, everyday reasoning, and tool-instruction.
01 建立專案，放進資料
上傳 JSONL、CSV、Parquet，或直接丟 PDF、Word 文件。若手上沒有整理好的資料，就讓 AI 從公司文件幫你生成問答，內建 21 個生成範本。
02 選一個範本，按「開始訓練」
11 個微調範本已經調好參數：客服對話、內部知識問答、整理與摘要、文風模仿、個資去識別化、決策模型等，根據需求快速選擇。
03 用考卷看有沒有進步
PrivTuner 會從你的資料出選擇題，並排除與訓練資料重疊的題目，避免分數好看卻沒有意義。同一份考卷，訓練前與訓練後分數並排比較。
04 上線，拿到 API
與 OpenAI 相容，既有的程式改一個網址和金鑰就能接上。
Traditional Chinese reasoning and multimodal models
Built on PrivModel technology, we independently develop Traditional Chinese reasoning and multimodal models, trained on three major Traditional Chinese datasets: mathematical & logical reasoning, everyday reasoning, and tool-instruction.
Traditional Chinese reasoning and multimodal models
Built on PrivModel technology, we independently develop Traditional Chinese reasoning and multimodal models, trained on three major Traditional Chinese datasets: mathematical & logical reasoning, everyday reasoning, and tool-instruction.
FAQ
While open-source models are free, enterprises often face challenges such as high maintenance costs, complex system integration, and difficult security control.
PrivAI is fully packaged for enterprise needs, offering data preprocessing, retrieval-augmented generation (RAG), and knowledge version control out of the box. This allows businesses to focus on real-world applications rather than spending extensive resources on performance tuning or compliance management.
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