{"id":20393763,"url":"https://github.com/entrpn/serving-model-cards","last_synced_at":"2025-07-18T19:33:00.871Z","repository":{"id":129607511,"uuid":"546733054","full_name":"entrpn/serving-model-cards","owner":"entrpn","description":"Collection of OSS models that are containerized into a serving 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serving-model-cards\n\nA collection of OSS models that are containerized and ready to be served in GCP's [Vertex AI](https://cloud.google.com/vertex-ai) for easy deployment. \n\nBy using Vertex AI endpoints, users don't need to manage complex infrastructure to serve models.\n\u003cbr/\u003e\n\n[![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://shell.cloud.google.com/cloudshell/editor?cloudshell_git_repo=https://github.com/entrpn/serving-model-cards\u0026cloudshell_tutorial=tutorial.md)\n\n\u003ccenter\u003e\u003cb\u003eMake sure to read the permissable license for each model before use!!\u003c/b\u003e\u003c/center\u003e\n\n| \u003ca href=\"./serving-stable-diffusion\"\u003e\u003cp\u003e\u003ccenter\u003eStable Diffusion\u003cimg src=\"./images/sd.png\"\u003e\u003c/img\u003e\u003cbr\u003eGenerate images from a text prompt\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e| \u003ca href=\"./serving-flant5\"\u003e\u003cp\u003e\u003ccenter\u003eFLAN-T5\u003cimg src=\"./images/serving_flant5.png\"\u003e\u003c/img\u003e\u003cbr\u003eGenerate Text\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e  |\u003ca href=\"./real-esrgan\"\u003e\u003cp\u003e\u003ccenter\u003eReal-ESRGAN\u003cimg src=\"./images/real_esrgan.jpeg\"\u003e\u003c/img\u003e\u003cbr\u003eUpscale images\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e\n| ---- | ---- | ---- |\n\u003ca href=\"./blip\"\u003e\u003cp\u003e\u003ccenter\u003eBLIP\u003cimg src=\"./images/blip.jpeg\"\u003e\u003c/img\u003e\u003cbr\u003eImage captioning\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./bart\"\u003e\u003cp\u003e\u003ccenter\u003eBART\u003cimg src=\"./images/summarization.png\"\u003e\u003c/img\u003e\u003cbr\u003eSummarize Text\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./instruct-tune-gptj\"\u003e\u003cp\u003e\u003ccenter\u003eInstruct GPTJ\u003cimg src=\"./images/gptj-instruct-card.png\"\u003e\u003c/img\u003e\u003cbr\u003eInstruction tune GPTJ\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | ---- | ---- | ---- |\n\n# training-model-cards\n\nA collection of OSS models that are containerized and ready to be trained in GCP's [Vertex AI](https://cloud.google.com/vertex-ai) for easy deployment.\n\n| \u003ca href=\"./training-dreambooth\"\u003e\u003cp\u003e\u003ccenter\u003eTrain Dreambooth\u003cimg src=\"./images/dreambooth.png\"\u003e\u003c/img\u003e\u003cbr\u003ePersonalize stable diffusion\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./finetuning-stable-diffusion\"\u003e\u003cp\u003e\u003ccenter\u003eFinetune Stable Diffusion\u003cimg src=\"./images/finetune_sd.png\"\u003e\u003c/img\u003e\u003cbr\u003eFinetune stable diffusion\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./training-image-segmentation\"\u003e\u003cp\u003e\u003ccenter\u003eImage Segmentation\u003cimg src=\"./images/segmentation.png\"\u003e\u003c/img\u003e\u003cbr\u003eCreate masks and inpaint\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e\n|-|-|-|\n\n# misc\n\nA collection of different jobs and features.\n\n| \u003ca href=\"./stable-diffusion-batch-job\"\u003e\u003cp\u003e\u003ccenter\u003eStable Diffusion Batch Job\u003c/br\u003e\u003cimg src=\"./images/sd_batch_job.png\"\u003e\u003c/img\u003e\u003cbr\u003eCreate a batch job with different styles \u003c/br\u003eof stable diffusion\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./ui\"\u003e\u003cp\u003e\u003ccenter\u003eUI for Stable Diffusion Batch Job\u003c/br\u003e\u003cimg src=\"./images/ui.png\" width='512px'\u003e\u003c/img\u003e\u003cbr\u003eCreate a batch job with different styles \u003c/br\u003eof stable diffusion\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e | \u003ca href=\"./image-captioning-dataflow\"\u003e\u003cp\u003e\u003ccenter\u003eLarge Scale Image Captioning with Dataflow\u003c/br\u003e\u003cimg src=\"./images/blip.jpeg\" width='512px'\u003e\u003c/img\u003e\u003cbr\u003eCaption millions of images at scale \u003c/br\u003eusing Dataflow\u003c/br\u003e\u003c/center\u003e\u003c/p\u003e\u003c/a\u003e\n|-|-|-|\n\n# How to guides\n\n- Stable diffusion how to guides\n    - [Convert original sd checkpoint to diffusers](./stable-diffusion-how-tos/convert-sd-checkpoint-to-diffusers)\n    - [Merge checkpoints](./stable-diffusion-how-tos/checkpoint-merging)","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fentrpn%2Fserving-model-cards","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fentrpn%2Fserving-model-cards","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fentrpn%2Fserving-model-cards/lists"}