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[HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?
Find secrets with Gitleaks ?
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)
Natural Language Processing Tutorial for Deep Learning Researchers
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
? Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.???
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Official inference library for Mistral models