Skip to content

Commit 3bf8f1f

Browse files
committed
Add Cog (Replicate) to MLOps section - model containerization and deployment platform
- Cog: 9,407 stars, Apache-2.0 license - Active development (last pushed 2026-04-28) - Production-grade tool for containerizing ML models - Powers thousands of production AI models on Replicate - Automatic API generation, GPU support, one-command deployment
1 parent ac45a00 commit 3bf8f1f

1 file changed

Lines changed: 4 additions & 0 deletions

File tree

README.md

Lines changed: 4 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -736,6 +736,10 @@
736736
- **[DJL (Deep Java Library)](https://github.com/deepjavalibrary/djl)** ![GitHub stars](https://img.shields.io/github/stars/deepjavalibrary/djl?style=social) - Engine-agnostic deep learning framework for Java with built-in model zoo. Load and run PyTorch, TensorFlow, MXNet, and ONNX models with a unified API. Includes 80+ pre-trained models for CV and NLP. Apache 2.0 licensed.
737737
- **[PaddleSeg](https://github.com/PaddlePaddle/PaddleSeg)** ![GitHub stars](https://img.shields.io/github/stars/PaddlePaddle/PaddleSeg?style=social) - Easy-to-use image segmentation library with awesome pre-trained model zoo. Supports semantic segmentation, interactive segmentation, panoptic segmentation, image matting, and 3D segmentation with 200+ pre-trained models. Apache 2.0 licensed.
738738

739+
#### Model Packaging & Deployment
740+
741+
- **[Cog (Replicate)](https://github.com/replicate/cog)** ![GitHub stars](https://img.shields.io/github/stars/replicate/cog?style=social) - Containerize and deploy ML models with production-grade inference servers. Packages models into standardized containers with automatic API generation, GPU support, and one-command deployment. Powers thousands of production AI models on Replicate. Apache 2.0 licensed.
742+
739743
#### Deployment & Orchestration
740744

741745
- **[BentoML](https://github.com/bentoml/BentoML)** ![GitHub stars](https://img.shields.io/github/stars/bentoml/BentoML?style=social) - Unified framework to build, ship, and scale AI apps.

0 commit comments

Comments
 (0)