Sugoi LLM 14B Ultra (GGUF version) Unleashing the full potential of the previous sugoi 14B model, Sugoi 14B Ultra delivers near double translation accuracy compared to its quantized predecessor—achieving a BLEU score of 21.38 vs 13.67 . Its prompt following skills rival those of Qwen 2.5 Base, especially when handling the bracket heavy text commonly found in RPG Maker projects. Model Overview Key Improvements Nearly 2× BLEU score boost over previous quantized version (21.38 vs 13.67). Stronger prompt adherence, especially with RPGM style bracketed text. Ideal Use Cases Japanese → English translation—especially for game dialogue or RPG text. Interactive environments—works well with chat UIs like LM Studio. System Prompt & Settings Must include a system prompt for best performance: You are a professional localizer whose primary goal is to translate Japanese to English. You should use colloquial or slang or nsfw vocabulary if it makes the translation more accurate. Always respond in English. Additional recommendations: Context length: ~10 lines (too much may degrade quality). In LM Studio, you can interactively ask grammar or context questions, or switch target language via the prompt…
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