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Toolbox of models, callbacks, and datasets for AI/ML researchers.

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The pre-trained weights for a cifar-10 SimCLR model seem wrong on line: 327 of docs. The weights say that they are imagnet pretrained but are provided under cifar-10.

documentation

## 📚 Documentation The documentation for [pl_bolts/metrics/aggregation.py](https://github.com/Lightning-AI/lightning-bolts/blob/master/pl_bolts/metrics/aggregation.py) seems to be missing and `accuracy` is missing its docstring. I assume that it should look more like https://github.com/Lightning-AI/lightning-bolts/blob/master/pl_bolts/metrics/object_detection.py. I don't think that...

documentation

## What does this PR do? Part of https://github.com/Lightning-AI/lightning-bolts/issues/839 `pl_bolts.models.gans.pix2pix.components.DownSampleConv` `pl_bolts.models.gans.pix2pix.components.Generator` `pl_bolts.models.gans.pix2pix.components.PatchGAN` `pl_bolts.models.gans.pix2pix.components.UpSampleConv` `pl_bolts.models.gans.pix2pix.pix2pix_module._weights_init` `pl_bolts.models.gans.pix2pix.pix2pix_module.Pix2Pix` ## Before submitting - [x] Was this **discussed/approved** via a Github issue? (no need for...

model

## 🚀 Feature Support lightning 2.* and pytorch 2.* Is there a time plan? ### Motivation Pytorch lightning 2. and pytorch 2.* are both available and with nice new and...

enhancement
help wanted

## 🚀 Feature I think it would be great to integrate the current [RL bolts models](https://github.com/Lightning-AI/lightning-bolts/tree/master/pl_bolts/models/rl) with the new [TorchRL](https://github.com/pytorch/rl) library ### Motivation While `gym` is a great library for...

enhancement
help wanted

updates: - [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.4.0...v4.6.0) - [github.com/asottile/pyupgrade: v3.8.0 → v3.16.0](https://github.com/asottile/pyupgrade/compare/v3.8.0...v3.16.0) - [github.com/PyCQA/docformatter: v1.7.3 → v1.7.5](https://github.com/PyCQA/docformatter/compare/v1.7.3...v1.7.5) - [github.com/executablebooks/mdformat: 0.7.16 → 0.7.17](https://github.com/executablebooks/mdformat/compare/0.7.16...0.7.17) - [github.com/psf/black: 23.3.0 → 24.4.2](https://github.com/psf/black/compare/23.3.0...24.4.2) - [github.com/astral-sh/ruff-pre-commit: v0.0.276 →...

Bumps [Lightning-AI/utilities](https://github.com/lightning-ai/utilities) from 0.9.0 to 0.10.1. Release notes Sourced from Lightning-AI/utilities's releases. Minor patch 0.10.1 What's Changed Fixed Avoid accidental namedtuple conversion in apply_to_collection (#210) Full Changelog: https://github.com/Lightning-AI/utilities/compare/v0.10.0...v0.10.1 New Contributors...

ci/cd

Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 3 to 4. Release notes Sourced from actions/upload-artifact's releases. v4.0.0 What's Changed The release of upload-artifact@v4 and download-artifact@v4 are major changes to the backend architecture of Artifacts....

ci/cd

Updates the requirements on [torchmetrics](https://github.com/Lightning-AI/torchmetrics) to permit the latest version. Release notes Sourced from torchmetrics's releases. New Image metrics & wrappers [1.3.0] - 2024-01-10 Added Added more tokenizers for SacreBLEU...

ci/cd

I use images with resolutions of 128x128 and 256x256 as inputs for the VAE, but the reconstructed images are of very poor quality, typically only reconstructing 4x4 image blocks. Is...

help wanted
bug