---

base_model:

• temaq-org/Tema_Q-Prompter-1

tags:

• transformers
• instruction-tuned
• multilingual
• uncensored
• non-censored
• unfiltered
• Prompt extension

language:

• en
• ja
• zh

pipeline_tag: text-generation

---

Tema_Q-Prompter-1-GGUF

!image/jpg

Tema_Q Prompter is a prompt converter that significantly improves the instruction-following performance of LLMs. For example, when you ask an LLM the temaq question, it doesn't always deliver a response that meets your requirements.

When prompts are enhanced using Tema_Q Prompter, roughly a +50% improvement in response rate has been confirmed for models like GPT-5.5 and Gemini-3.5.

The response rates for each model are as follows.

| | gpt-5.5-instruct | gemini3.5-flash | qwen3.5-4b |

| :--- | :---: | :---: | :---: |

| Standard | 0/25 (0%) | 0/25 (0%) | 1/25 (4%) |

| With Tema_Q Prompter | 13/25 (52%) | 11/25 (44%) | 19/25 (76%) |

| Improvement | +52% | +44% | +72% |

Furthermore, this model's prompt conversion capability surpasses that of Tema_Q-X6-Thinking (35B A3B). It also reduces the number of tokens consumed by approximately one-quarter.

---

| Item | Details |

| :--- | :--- |

| Base Model | Qwen3.5 2B Base |

| Model Name | Tema_Q-Prompter-1 |

| Supported Languages | Japanese (JA), English (EN), Chinese (ZH) |

| Model Size | 2 Billion Parameters |

| License | Partially compliant with the Qwen license |

| Developed by | Tema_Q Development Team |

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