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Curated list of project-based tutorials
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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High-Resolution Image Synthesis with Latent Diffusion Models
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🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
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🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
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💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
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Creating presentation slides by using Beamer in LaTeX.
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Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)