Integrations
less than a minute
W&B integrations make it fast and easy to set up experiment tracking and data versioning inside existing projects. Check out integrations for ML frameworks such as PyTorch, ML libraries such as Hugging Face, or cloud services such as Amazon SageMaker.
Related resources
- Examples: Try the code with notebook and script examples for each integration.
- Video Tutorials: Learn to use W&B with YouTube video tutorials
Azure OpenAI Fine-Tuning
How to Fine-Tune Azure OpenAI models using W&B.
Catalyst
How to integrate W&B for Catalyst, a Pytorch framework.
Cohere fine-tuning
How to Fine-Tune Cohere models using W&B.
Databricks
How to integrate W&B with Databricks.
DeepChecks
How to integrate W&B with DeepChecks.
DeepChem
How to integrate W&B with DeepChem library.
Docker
How to integrate W&B with Docker.
Farama Gymnasium
How to integrate W&B with Farama Gymnasium.
Hugging Face Accelerate
Training and inference at scale made simple, efficient and adaptable
Hydra
How to integrate W&B with Hydra.
Kubeflow Pipelines (kfp)
How to integrate W&B with Kubeflow Pipelines.
LightGBM
Track your trees with W&B.
Metaflow
How to integrate W&B with Metaflow.
MMF
How to integrate W&B with Meta AI’s MMF.
MosaicML Composer
State of the art algorithms to train your neural networks
OpenAI API
How to use W&B with the OpenAI API.
OpenAI Fine-Tuning
How to Fine-Tune OpenAI models using W&B.
OpenAI Gym
How to integrate W&B with OpenAI Gym.
PaddleDetection
How to integrate W&B with PaddleDetection.
PaddleOCR
How to integrate W&B with PaddleOCR.
Prodigy
How to integrate W&B with Prodigy.
PyTorch Ignite
How to integrate W&B with PyTorch Ignite.
Ray Tune
How to integrate W&B with Ray Tune.
SageMaker
How to integrate W&B with Amazon SageMaker.
Simple Transformers
How to integrate W&B with the Transformers library by Hugging Face.
Skorch
How to integrate W&B with Skorch.
Stable Baselines 3
How to integrate W&B with Stable Baseline 3.
W&B for Julia
How to integrate W&B with Julia.
XGBoost
Track your trees with W&B.
YOLOX
How to integrate W&B with YOLOX.
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