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Tema_Q-Prompter-1
temaq-org/Tema_Q-Prompter-1
Tema_Q-Prompter-1 is a text generation model from temaq-org. Use it when you need the model to write or continue text. It is set up for transformers.
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4.6 GB on disk
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.safetensors4.5 GB · 100%
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BF162.3B · 100%
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From the Hugging Face model README
Tema_Q-Prompter-1
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 |
🛡️ 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.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3_5
- Languages
- en, ja, zh
- Created
- Jul 27, 2026
- Updated
- Jul 27, 2026