{"data":{"slug":"hunyuan-promptenhancer-promptenhancer","name":"PromptEnhancer","tagline":"Prompt-rewriting tool for enhanced image generation","github_url":"https://github.com/Hunyuan-PromptEnhancer/PromptEnhancer","owner":"Hunyuan-PromptEnhancer","repo":"PromptEnhancer","owner_avatar_url":"https://avatars.githubusercontent.com/u/229924077?v=4","primary_language":"Python","stars":3737,"forks":324,"topics":["hunyuan","hunyuan-image","image-editing","image-to-image","prompt","prompt-engineering","prompt-enhancer","text-to-image","vlm"],"archived":false,"github_pushed_at":"2026-06-10T06:57:40+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/hunyuan-promptenhancer-promptenhancer","markdown_url":"https://www.graphcanon.com/tools/hunyuan-promptenhancer-promptenhancer.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/hunyuan-promptenhancer-promptenhancer","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=hunyuan-promptenhancer-promptenhancer","description":"[CVPR 2026] PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.","homepage_url":"https://hunyuan-promptenhancer.github.io/","license":"Other","open_issues":13,"watchers":217,"ai_summary":"[CVPR 2026] PromptEnhancer refines prompts for clearer structured versions in text-to-image and image-editing applications.","readme_excerpt":"### Option 1: Standard Installation (Recommended)\n```bash\npip install -r requirements.txt\n```\n\n---\n\n### Option 2: GGUF Installation (For quantized models with CUDA support)\n```bash\nchmod +x script/install_gguf.sh && ./script/install_gguf.sh\n```\n\n> **💡 Tip**: Choose GGUF installation if you want faster inference with lower memory usage, especially for the 32B model.\n\n---\n\n### 🎯 Quick Start\n\nFor most users, we recommend starting with the **PromptEnhancer-7B** model:\n\n```bash","github_created_at":"2025-09-09T08:56:47+00:00","created_at":"2026-07-11T11:57:46.727553+00:00","updated_at":"2026-07-28T06:00:26.949798+00:00","categories":[{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"hunyuan","name":"hunyuan"},{"slug":"image-editing","name":"image-editing"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"text-to-image","name":"text-to-image"}],"trust":{"provenance":{"is_fork":false,"github_id":1053297461,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-28T06:00:26.140Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":47,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:57:47.932Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-28T06:00:26.621Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-28T06:00:26.621Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-07-28T06:00:26.621Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"unknown","summary":"The pricing information for PromptEnhancer is not specified in the provided data."},"requirements":{"min_ram_gb":4,"requires_docker":false},"constraints":{"min_ram_gb":4,"pricing_model":"unknown","requires_docker":false},"when_to_use":["When working with text-to-image models where the quality of generated images is highly dependent on well-structured and clear prompts","In scenarios requiring advanced prompt engineering for precise control over aspects like object details, lighting, or composition"],"when_not_to_use":["For applications not related to image generation or editing, such as natural language processing tasks that do not involve visual outputs","If the text-to-image model you are using performs well without additional prompt refinement, suggesting PromptEnhancer would provide little value","When your workflow strictly avoids third-party tools for legal reasons due to its 'Other' license classification"],"source":"enrich:decision_facts","observed_at":"2026-07-16T19:48:45.278Z"},"constraint_facets":{"min_ram_gb":4,"pricing_model":"unknown","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"unknown - The pricing information for PromptEnhancer is not specified in the provided data."},{"label":"Requirements","value":"Min 4 GB RAM"},{"label":"Adopt for","value":"PromptEnhancer refines text prompts for better structured input specifically in image generation tasks."}]}}