{"id":27443177,"url":"https://github.com/p1atdev/vision-ft","last_synced_at":"2025-04-15T01:34:30.927Z","repository":{"id":270534629,"uuid":"906674208","full_name":"p1atdev/vision-ft","owner":"p1atdev","description":null,"archived":false,"fork":false,"pushed_at":"2025-04-05T14:37:53.000Z","size":1312,"stargazers_count":5,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T15:28:29.071Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/p1atdev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-21T15:18:44.000Z","updated_at":"2025-04-05T14:37:56.000Z","dependencies_parsed_at":"2025-01-01T04:24:47.734Z","dependency_job_id":"cd3fb612-5c5d-48ab-acbd-807703e697fa","html_url":"https://github.com/p1atdev/vision-ft","commit_stats":null,"previous_names":["p1atdev/auraflow-ft","p1atdev/vision-ft"],"tags_count":0,"template":false,"template_full_name":"p1atdev/lit-template","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/p1atdev%2Fvision-ft","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/p1atdev%2Fvision-ft/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/p1atdev%2Fvision-ft/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/p1atdev%2Fvision-ft/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/p1atdev","download_url":"https://codeload.github.com/p1atdev/vision-ft/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248989157,"owners_count":21194541,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-04-15T01:31:31.960Z","updated_at":"2025-04-15T01:34:30.918Z","avatar_url":"https://github.com/p1atdev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Vision model finetuning scripts\n\nWIP\n\n## Features\n\n- NF4 model loading \n- QLoRA with bitsandbytes\n- [Flash Attention](https://github.com/Dao-AILab/flash-attention) support\n- Aspect ratio bucketing\n\n### Models\n\n- [x] SDXL\n- [x] AuraFlow\n- [ ] Flux \u0026 Flex (WIP)\n- [ ] CogView4 (WIP)\n- [ ] FractalGen (TODO)\n- [ ] Wan 2.1 (TODO)\n\n## Setup\n\n```bash\nuv sync --extra build\nuv sync --all-extras\n```\n\n\n## References\n\n- https://github.com/kohya-ss/sd-scripts\n  - Heavily inspired by this repository.\n\n- https://github.com/cloneofsimo/minRF\n- https://github.com/huggingface/diffusers\n- https://github.com/Stability-AI/sd3-ref\n- https://github.com/black-forest-labs/flux\n  - Model implementation\n\n- https://github.com/microsoft/LoRA\n- https://github.com/huggingface/peft\n  - Peft logic and implementation\n\n- https://github.com/huggingface/diffusers\n- https://github.com/Lightning-AI/pytorch-lightning\n- https://github.com/ostris/ai-toolkit\n  - Traning cycle and API design\n\n- https://github.com/NovelAI/novelai-aspect-ratio-bucketing\n  - Aspect ratio bucketing\n\n- https://github.com/bitsandbytes-foundation/bitsandbytes\n  - Quantization\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fp1atdev%2Fvision-ft","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fp1atdev%2Fvision-ft","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fp1atdev%2Fvision-ft/lists"}