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Supercharge Your Model Training

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how can i plot the eval loss during finetuning using composer? I am able to get f1,acc scores, but by default it's not plotting eval loss in wandb

bug

When I try to save a ResNet18 model to ONNX with the `export_for_inference` function while providing the `apply_blurpool` surgery algorithm as well as the dynamic axes I get the following...

bug

Updates the requirements on [torchmetrics](https://github.com/Lightning-AI/torchmetrics) to permit the latest version. Release notes Sourced from torchmetrics's releases. Minor patch release [1.7.3] - 2025-06-13 Fixed Fixed: ensure WrapperMetric resets wrapped_metric state (#3123)...

dependencies
python

Updates the requirements on [transformers](https://github.com/huggingface/transformers) to permit the latest version. Release notes Sourced from transformers's releases. Release v4.53.0 Gemma3n Gemma 3n models are designed for efficient execution on low-resource devices....

dependencies
python

Bumps [junitparser](https://github.com/weiwei/junitparser) from 3.1.2 to 4.0.2. Changelog Sourced from junitparser's changelog. [4.0.2] - 2025-06-23 Fixed write_xml - now supports Path from pathlib. [4.0.1] - 2025-06-23 Fixed write_xml - Remove encoding...

dependencies
python

Bumps [sphinxcontrib-katex](https://github.com/hagenw/sphinxcontrib-katex) from 0.9.10 to 0.9.11. Release notes Sourced from sphinxcontrib-katex's releases. Release v0.9.11 Added: support for Python 3.13 Changed: use KaTeX 0.16.22 Removed: support for Python 3.8 Fixed: equation...

dependencies
python

Draft PR for supporting automicrobatching on FSDP2 This isn't added yet because we ran into some hiccups with how FSDP2 handles state transitions. As FSDP2 is stateful, it expects the...

*Pretraining a large modernbert model on 1.1 trillion tokens* I am training on a multi-node setup with the following yaml. And it works fine, except that when I run it...

bug

## 🚀 Feature Request Will composer be supporting FSDP2 parallelism available in latest version of pytorch (https://pytorch.org/docs/stable/distributed.fsdp.fully_shard.html)? ## Motivation Pytorch FSDP2 allows better handling of frozen vs non-frozen params which...

enhancement

Make it possible to define the root temporary directory for composer # What does this PR do? Checkpoints can become very large, and sometimes the temporary file system doesn't have...