Eliminate Language Mixing in Bilingual Technical Documentation
Leverage the V3.1+ updates to eliminate awkward character artifacts.
Utilize the 'non-thinking' chat mode for high-speed tasks where language consistency and character accuracy are more important than deep reasoning.
The Scenario
You are a technical writer or developer working in a bilingual environment and need consistent, error-free documentation without 'hallucinated' characters.
Before & after
Translating or writing technical documentation in a mix of Chinese and English often results in weird character artifacts or inconsistent terminology that requires 20–30 minutes of manual proofreading.
Use the `deepseek-chat` (non-thinking) mode or the V4-Flash model to get immediate answers with optimized Chinese-English consistency in about 5–10 seconds.
The Prompt
[PASTE_TECHNICAL_CONTENT] Translate or summarize the above content while ensuring strict language consistency. Do not mix English and Chinese terms unless they are standard industry hardware/software names.
The V3.1 and V3.2 updates specifically addressed language consistency issues, reducing Chinese-English mixing and abnormal characters, making it ideal for the Terminus version of the model.
Source
Change Log | DeepSeek API Docs"Reduced occurrences of Chinese-English mixing and occasional abnormal characters."