| { | |
| "model_name": "bert-base-uncased", | |
| "task_name": "mrpc", | |
| "save_config": { | |
| "save_model": true, | |
| "save_checkpoints": true, | |
| "save_optimizer": false, | |
| "save_logs": true, | |
| "save_plots": true, | |
| "save_artifacts": true, | |
| "create_model_version": true, | |
| "storage_backends": ["local", "s3"], | |
| "auto_save_if_better_than": 0.85, | |
| "git_options": { | |
| "commit_results": true, | |
| "push_to_remote": true, | |
| "use_git_lfs": true, | |
| "git_lfs_threshold_mb": 10, | |
| "auto_tag": true, | |
| "tag_pattern": "v{version}-{accuracy}" | |
| }, | |
| "dvc_options": { | |
| "track_model": true, | |
| "track_data": true, | |
| "remote_storage": "s3://my-bucket/dvc-store", | |
| "auto_push": true | |
| }, | |
| "experiment_trackers": ["mlflow", "wandb"], | |
| "model_export_formats": ["onnx", "torchscript", "tflite", "tensorrt"], | |
| "cloud_options": { | |
| "aws_s3_bucket": "my-models", | |
| "gcp_bucket": "my-gcp-bucket", | |
| "azure_container": "my-container", | |
| "region": "us-east-1" | |
| }, | |
| "model_registries": ["huggingface_hub", "docker_hub", "oci_registry"], | |
| "metadata_store": "openmetadata", | |
| "docker_options": { | |
| "base_image": "python:3.10-slim", | |
| "registry": "ghcr.io/myorg", | |
| "tag": "latest" | |
| }, | |
| "release_options": { | |
| "create_github_release": true, | |
| "release_notes_template": "Model {version} - accuracy: {accuracy}", | |
| "attach_artifacts": ["model.onnx", "model.pth"] | |
| }, | |
| "notification": { | |
| "on_success": ["email", "slack"], | |
| "on_failure": ["email"], | |
| "slack_webhook": "https://hooks.slack.com/...", | |
| "email_recipients": ["team@example.com"] | |
| } | |
| } | |
| } |
Xet Storage Details
- Size:
- 1.68 kB
- Xet hash:
- 505e850bce467b3c7621d64d8a24d6acd83523cb27d46be0f0c288942d10664a
·
Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.