https://github.com/entrpn/serving-model-cards

Collection of OSS models that are containerized into a serving container
https://github.com/entrpn/serving-model-cards

blip clip dataflow dreambooth esrgan gcp hugging-face huggingface huggingface-diffusers huggingface-transformers machine-learning machine-learning-models ml ml-serving ml-training stable-diffusion t5 vertex-ai vertexai

Last synced: 3 months ago
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Collection of OSS models that are containerized into a serving container

• Host: GitHub
• URL: https://github.com/entrpn/serving-model-cards
• Owner: entrpn
• License: apache-2.0
• Created: 2022-10-06T14:54:56.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-09-19T21:24:32.000Z (about 2 years ago)
• Last Synced: 2025-04-19T16:41:12.856Z (6 months ago)
• Topics: blip, clip, dataflow, dreambooth, esrgan, gcp, hugging-face, huggingface, huggingface-diffusers, huggingface-transformers, machine-learning, machine-learning-models, ml, ml-serving, ml-training, stable-diffusion, t5, vertex-ai, vertexai
• Language: Python
• Homepage:
• Size: 20.6 MB
• Stars: 16
• Watchers: 3
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# serving-model-cards

A 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. 

By using Vertex AI endpoints, users don't need to manage complex infrastructure to serve models.




[![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&cloudshell_tutorial=tutorial.md)

Make sure to read the permissable license for each model before use!!

| 
Stable Diffusion
Generate images from a text prompt| 
FLAN-T5
Generate Text  |
Real-ESRGAN
Upscale images

| ---- | ---- | ---- |

BLIP
Image captioning | 
BART
Summarize Text | 
Instruct GPTJ
Instruction tune GPTJ | ---- | ---- | ---- |


# training-model-cards

A 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.

| 
Train Dreambooth
Personalize stable diffusion | 
Finetune Stable Diffusion
Finetune stable diffusion | 
Image Segmentation
Create masks and inpaint

|-|-|-|


# misc

A collection of different jobs and features.

| 
Stable Diffusion Batch Job
Create a batch job with different styles of stable diffusion | 
UI for Stable Diffusion Batch Job
Create a batch job with different styles of stable diffusion | 
Large Scale Image Captioning with Dataflow
Caption millions of images at scale using Dataflow

|-|-|-|


# How to guides

- Stable diffusion how to guides

    - [Convert original sd checkpoint to diffusers](./stable-diffusion-how-tos/convert-sd-checkpoint-to-diffusers)

    - [Merge checkpoints](./stable-diffusion-how-tos/checkpoint-merging)