{"data":{"slug":"sakanaai-text-to-lora","name":"text-to-lora","tagline":"Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input","github_url":"https://github.com/SakanaAI/text-to-lora","owner":"SakanaAI","repo":"text-to-lora","owner_avatar_url":"https://avatars.githubusercontent.com/u/140988036?v=4","primary_language":"Python","stars":1290,"forks":86,"topics":["fine-tuning","hypernetworks","llm","lora","machine-learning"],"archived":false,"github_pushed_at":"2025-06-08T14:42:10+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/sakanaai-text-to-lora","markdown_url":"https://www.graphcanon.com/tools/sakanaai-text-to-lora.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/sakanaai-text-to-lora","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=sakanaai-text-to-lora","description":"Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input","homepage_url":"https://arxiv.org/abs/2506.06105","license":"Apache-2.0","open_issues":2,"watchers":12,"ai_summary":null,"readme_excerpt":null,"github_created_at":"2025-05-05T09:11:35+00:00","created_at":"2026-07-11T11:39:12.917672+00:00","updated_at":"2026-07-11T11:39:16.117268+00:00","categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"hypernetworks","name":"hypernetworks"},{"slug":"fine-tuning","name":"fine-tuning"},{"slug":"lora","name":"lora"},{"slug":"llm","name":"llm"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":977970140,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:39:13.619Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":null,"days_since_push":397,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:39:14.863Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T11:39:14.234Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T11:39:14.234Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T11:39:14.234Z"}}}}