mrzjy/creative-ad-prompts-zh
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jiayi
mrzjy
AI & ML interests
Gamer. AI Engineer
Recent Activity
posted an update over 1 year ago
A very small project:
Introducing CreativeTinyZero:
https://huggingface.co/mrzjy/Qwen2.5-1.5B-GRPO-Creative-Ad-Generation
Unlike the impressive DeepSeek-R1(-Zero), this project focuses on a pure reinforcement learning (RL) experiment applied to an open-domain task: creative advertisement generation.
Objective:
- To investigate the feasibility of applying R1-like methods to an open-domain task without a verifiable ground-truth reward, while at least demonstrating its potential.
- To explore whether <think> and <answer> rewards can be explicitly designed to provide strong guidance through RL based on human prior knowledge.
Note:
- Our goal is not to induce self-reflective thinking, but to align with human thought processes purely through RL, without any supervised fine-tuning (SFT) on any constructed dataset.
Despite its small size, the resulting 1.5B-GRPO model demonstrates intriguing generative capabilities—though it's still far from perfect. updated a model over 1 year ago
mrzjy/Qwen2.5-1.5B-GRPO-Creative-Ad-GenerationOrganizations
