lightning-hydra-template
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ashleve
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
Hi, I realized that mdformat currently escapes Latex characters in Markdown inline math. A solution is to include mdformat-myst. I will crate a PR.
## What does this PR do? This PR improves consistency for reference to `src/train.py` in the Readme file. It also changes the refererred python version consistently to Python 3.10. No...
I am trying this great template and noticed some inconsistencies with references to `train.py` / `src/train.py` in the Readme file. I assume the train script has been moved to the...
## What does this PR do? This PR addresses the issue where Lightning saves "best ckpt" with absolute paths in each checkpoint. These are not copied during fine-tuning or continue...
Lightning saves "best ckpt" with absolute paths in each checkpoint. These are not copied during fine-tuning or continue training, causing issues if the "best ckpt" is deleted or moved. This...
## What does this PR do? Adds the ability for one to employ custom (e.g., Lightning Fabric) `Environments` (e.g., `SlurmEnvironment`) and `Strategies` (e.g., `DeepSpeedStrategy`) during model training or evaluation. ##...
Hi, I have many mlflow experiments or runs. I want to get the checkpoints for a particular mlflow run. The problem is that locally the checkpoints are stored in the...
I addded the following callback config to plot learning rate;however, nothing showed up. Could you please help me to show learning rate during training? ```javascript learning_rate_logger: _target_: lightning.pytorch.callbacks.LearningRateLogger logging_interval: 'step'...
## What does this PR do? Updates `model_checkpoint.yaml` for Lightning 2.1.0. ## Before submitting - [x] Did you make sure **title is self-explanatory** and **the description concisely explains the PR**?...
https://github.com/ashleve/lightning-hydra-template/issues/615 ## What does this PR do? Resolves omegaconf dictionary before logging it and issue #615 ## Before submitting - [X] Did you make sure **title is self-explanatory** and **the...
