20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
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tensorflow
An Open Source Machine Learning Framework for Everyone
AUTOMATIC1111
Stable Diffusion web UI
huggingface
🤗 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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Tensors and Dynamic neural networks in Python with strong GPU acceleration
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
opencv
Open Source Computer Vision Library
20+ high-performance LLMs with recipes to pretrain, finetune, and deploy at scale.
✅ From scratch implementations ✅ No abstractions ✅ Beginner friendly ✅ Flash attention ✅ FSDP ✅ LoRA, QLoRA, Adapter ✅ Reduce GPU memory (fp4/8/16/32) ✅ 1-1000+ GPUs/TPUs ✅ 20+ LLMs
Quick start • Models • Finetune • Deploy • All workflows • Features • Recipes (YAML) • Lightning AI • Tutorials