deep-learning
Projects with this topic
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https://github.com/roboflow/notebooks Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding D
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https://github.com/roboflow/roboflow-python The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer vision application.
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huggingface.co/transformers https://github.com/huggingface/transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.Updated -
https://github.com/Lightning-AI/ecosystem-ci
🔗 https://devblog.pytorchlightning.ai/stay-ahead-of-breaking-changes-with-the-new-lightning-ecosystem-ci-b7e1cf78a6c7 Automate issue discovery for your projects against Lightning nightly and releases.Updated -
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https://github.com/lucidrains/x-transformers A simple but complete full-attention transformer with a set of promising experimental features from various papers
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https://github.com/Lightning-AI/litgpt 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
🔗 https://lightning.ai/Updated -
https://github.com/Lightning-AI/pytorch-lightning
🔗 lightning.ai Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.Updated -
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https://github.com/lucidrains/soundstorm-pytorch Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
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https://github.com/Lightning-AI/torchmetrics Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
🔗 https://lightning.ai/docs/torchmetrics/Updated -
https://github.com/Lightning-AI/tutorials Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
🔗 https://lightning-ai.github.io/tutorialsUpdated -
https://github.com/lucidrains/rotary-embedding-torch Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
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https://github.com/Lightning-AI/lightning-Habana Lightning support for Intel Habana accelerators.
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https://github.com/lucidrains/meshgpt-pytorch
Implementation of MeshGPT, SOTA Mesh generation using Attention, in Pytorch
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https://github.com/YuanGongND/ltu Code, Dataset, and Pretrained Models for Audio and Speech Large Language Model "Listen, Think, and Understand".
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https://github.com/lucidrains/lumiere-pytorch Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch
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https://github.com/lucidrains/magvit2-pytorch Implementation of MagViT2 Tokenizer in Pytorch
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https://github.com/lucidrains/gigagan-pytorch Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
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