- 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
- GitHub - alopatenko/LLMEvaluation: A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use cases, promote the adoption of best practices in LLM assessment, and critically assess the effectiveness of these evaluation methods. https://github.com/alopatenko/LLMEvaluation 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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