Modelpublic

temaq-org/Tema_Q-Prompter-1

sourceHugging Faceupdated 2mo agoView on Hugging Face

0likes11downloads

Model Card

Tema_Q-Prompter-1

image/jpg

TemaQ 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 TemaQ 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

🛡️ Responsible AI Use and Training Data Safety

⚠️ Commitment to Responsible Use

—User Responsibility: Users of the model must fully guarantee that any generated content complies with applicable laws, regulations, and Hugging Face's Terms of Service/Content Policy.
—Prohibited Uses: Use of this model for any form of discrimination, harassment, violence, illegal activity, or harmful purposes is strictly prohibited.