Ensure Language Consistency for Professional Reports Using DeepSeek-V3.2-Terminus
Leverage the Terminus update to ensure clean, single-language professional outputs.
Rely on the V3.2 Terminus engine to eliminate 'language mixing' issues (like accidental Chinese characters) by specifying a strict output language.
The Scenario
You are generating a professional report and want to ensure the AI doesn't mix Chinese characters or abnormal symbols into the English text.
Before & after
Users often have to manually edit mixed Chinese-English characters or fix abnormal characters in generated text, taking 5–10 minutes per document.
Use the prompt to force the model to adhere to a specific language, correcting consistency in under 30 seconds.
The Prompt
[PASTE_CONTENT_HERE] Please translate or summarize the above text. Ensure the output is strictly in [SPECIFIC_LANGUAGE] and avoid mixing characters from other languages.
The V3.1-Terminus and V3.2 updates specifically addressed 'Language consistency' to reduce mixed-language outputs. If you still encounter issues in complex prompts, a system instruction can reinforce this fix.
Source
Change Log | DeepSeek API Docs"Language consistency: Reduced occurrences of Chinese-English mixing and occasional abnormal characters."