{"id":17311309,"url":"https://github.com/dnth/bentoml-model-chaining","last_synced_at":"2025-06-15T00:32:58.151Z","repository":{"id":254048858,"uuid":"845333038","full_name":"dnth/bentoml-model-chaining","owner":"dnth","description":"Chain multiple models together using BentoML. Run inference with an API endpoint. Deploy anywhere Docker runs.","archived":false,"fork":false,"pushed_at":"2024-10-21T08:45:16.000Z","size":6776,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-14T13:46:10.513Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/dnth.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,"zenodo":null}},"created_at":"2024-08-21T03:38:50.000Z","updated_at":"2024-10-21T08:45:20.000Z","dependencies_parsed_at":"2024-10-22T08:36:57.298Z","dependency_job_id":null,"html_url":"https://github.com/dnth/bentoml-model-chaining","commit_stats":null,"previous_names":["dnth/bentoml-model-chaining"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dnth/bentoml-model-chaining","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fbentoml-model-chaining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fbentoml-model-chaining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fbentoml-model-chaining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fbentoml-model-chaining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dnth","download_url":"https://codeload.github.com/dnth/bentoml-model-chaining/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fbentoml-model-chaining/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259905284,"owners_count":22929915,"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":"2024-10-15T12:40:07.347Z","updated_at":"2025-06-15T00:32:58.100Z","avatar_url":"https://github.com/dnth.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# bentoml-model-chaining\nChain multiple models together using BentoML. Deploy anywhere Docker runs.\n\n\n## Object Detector\nModels:\n- YOLOv8\n\n```bash\ncd yolo/\nbentoml serve .\n```\n\n## Image Captioner\nModels:\n- BLIP2\n\n```bash\ncd blip2\nbentoml serve .\n```\n\n## Image Tagger\nModels:\n- RAM\n- RAM++\n\n```bash\ncd ram\nbentoml serve .\n```\n## Image Classification\nModels:\n- ResNet50\n\n## Optical Character Recognition\nModels:\n- EasyOCR\n\n## Compute Embeddings\nModels:\n- CLIP\n- Sentence Transformers\n\n## Zero-shot Classification\nModels:\n- CLIP\n\n## Zero-shot Detection\n\nModels:\n- Grounding DINO\n- OWLv2\n\n```bash\ncd owlv2\nbentoml serve .\n```\n\n## Zero-shot Segmentation\nModels:\n- SAM\n- SAM2\n\n## Run Pipeline\nConsists of running Image Tagger/Captioner -\u003e Zero-shot Detection -\u003e Segmentation\n\n\n## Build and Push to Deploy\nBuild images and deploy to cloud.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdnth%2Fbentoml-model-chaining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdnth%2Fbentoml-model-chaining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdnth%2Fbentoml-model-chaining/lists"}