google-research / tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
โ27,833Updated 7 months ago
Alternatives and similar repositories for tuning_playbook:
Users that are interested in tuning_playbook are comparing it to the libraries listed below
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --โฆโ32,920Updated this week
- ๐จ ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.โ14,073Updated last year
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pyโฆโ21,481Updated last week
- A concise but complete full-attention transformer with a set of promising experimental features from various papersโ4,985Updated last week
- ๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feeโฆโ57,925Updated 4 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)โ8,655Updated this week
- ๐ A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iโฆโ8,178Updated this week
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterโฆโ13,831Updated 5 months ago
- โ10,780Updated last month
- ไธๆฌ็ณป็ปๅฐๆไฝ ๅฐๆทฑๅบฆๅญฆไน ๆจกๅ็ๆง่ฝๆๅคงๅ็ๆๆฏๆๅใโ2,697Updated last year
- This repository contains demos I made with the Transformers library by HuggingFace.โ9,799Updated this week
- Code examples in pyTorch and Tensorflow for CS230โ3,979Updated last year
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.โ28,807Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesโ20,584Updated last week
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websitesโ4,716Updated 5 months ago
- Fast and memory-efficient exact attentionโ15,064Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"โ11,119Updated last month
- A hyperparameter optimization frameworkโ11,236Updated this week
- An open source implementation of CLIP.โ10,804Updated last week
- ๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.โ16,978Updated this week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. โก๐ฅโกโ4,392Updated 5 months ago
- ๐ Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.โฆโ11,676Updated last month
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an imageโ26,971Updated 5 months ago
- An annotated implementation of the Transformer paper.โ5,900Updated 9 months ago
- A Collection of Variational Autoencoders (VAE) in PyTorch.โ6,853Updated 7 months ago
- Latex code for making neural networks diagramsโ22,583Updated last year
- View model summaries in PyTorch!โ2,662Updated this week
- Code release for ConvNeXt modelโ5,845Updated 2 years ago
- A collection of resources and papers on Diffusion Modelsโ11,334Updated 5 months ago
- PyTorch Tutorial for Deep Learning Researchersโ30,589Updated last year