- Composer: a new machine learning library to train ML models ~4x faster with better algorithms http://github.com/mosaicml/composer 8 comments programming
- [P] Composer: a new PyTorch library to train models ~2-4x faster with better algorithms https://github.com/mosaicml/composer 75 comments machinelearning
Linking pages
- AMD AI Software Solved – MI300X Pricing, Performance, PyTorch 2.0, Flash Attention, OpenAI Triton https://www.semianalysis.com/p/amd-ai-software-solved-mi300x-pricing 26 comments
- PyTorch Lightning vs DeepSpeed vs FSDP vs FFCV vs … | by William Falcon | Towards Data Science https://william-falcon.medium.com/pytorch-lightning-vs-deepspeed-vs-fsdp-vs-ffcv-vs-e0d6b2a95719 2 comments
- GitHub - AIoT-MLSys-Lab/Efficient-LLMs-Survey: Efficient Large Language Models: A Survey https://github.com/AIoT-MLSys-Lab/Efficient-LLMs-Survey 0 comments
Linked pages
- [2002.04688] fastai: A Layered API for Deep Learning https://arxiv.org/abs/2002.04688 42 comments
- [2108.12409] Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation https://arxiv.org/abs/2108.12409 17 comments
- [2010.01412] Sharpness-Aware Minimization for Efficiently Improving Generalization https://arxiv.org/abs/2010.01412 9 comments
- [2202.05924] Compute Trends Across Three Eras of Machine Learning https://arxiv.org/abs/2202.05924 1 comment
- [1512.00567] Rethinking the Inception Architecture for Computer Vision http://arxiv.org/abs/1512.00567 1 comment
- http://arxiv.org/abs/1603.09382 0 comments
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