Comments (3)
Would be nice to see integration with Kubeflow Model Registry as well. cc @kubeflow/wg-data-leads
If there is a tutorial of the part specific to this project that exhibit the metadata we want to capture on Model Registry, I would be very happy to complement that example with indexing those metadata on MR ! 🚀👍
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@andreyvelich I may have misunderstood the initial context of this API because I was under the impression that you could serve the model once fine-tuned. Can you elaborate on this?
So user can't re-use that model for inference or other purposes.
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@andreyvelich I may have misunderstood the initial context of this API because I was under the impression that you could serve the model once fine-tuned. Can you elaborate on this?
So user can't re-use that model for inference or other purposes.
I think, right now the only way is to use output_dir
for model checkpoints.
In that case, user can get the model from PVC that we attach to the PyTorchJob.
Like in this example: https://github.com/kubeflow/training-operator/blob/master/examples/pytorch/language-modeling/train_api_hf_dataset.ipynb
Right @johnugeorge @deepanker13 ?
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Related Issues (20)
- Flaky Test: [It] should create desired Pods and Services: Distributed TFJob (4 workers, 2 PS) is succeeded
- MPIJob requires service names for the pods. HOT 3
- Add DeepSpeed Example with MPI Operator HOT 9
- chore(style): provide type for `STORAGE_INITIALIZER_VOLUME` constant
- fix(compatability): match-case syntax only compatible with Python3.10 HOT 5
- Vulnerability - CVE-2023-44487 HOT 3
- Support ARM64 platform in PyTorch examples HOT 4
- Support ARM64 platform in TensorFlow examples HOT 4
- Support ARM64 platform in XGBoost examples HOT 2
- Update third party worflows in the gh actions HOT 4
- mpijob will stuck if LastReconcileTime is updated in 1 second
- Worker failed without exit code
- PyTorchJobClient not found HOT 3
- The actual default RestartPolicy of PyTorch is inconsistent with its description in the CRD HOT 1
- spatial dataset training functions HOT 1
- TfJob creation failed due to webhook validation failure HOT 1
- [GSOC] Tracking Issue: Integrate JAX in Kubeflow Training Operator
- Improve Training Operator release process HOT 2
- [GSOC] Project 7 Tracking Issue: Automate docs generation for Training-operator Python SDK HOT 1
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