FastAPI pytorch model serving with micro batching
Stable Diffusion web UI
? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
21 Lessons, Get Started Building with Generative AI ? https://microsoft.github.io/generative-ai-for-beginners/
Deep Learning for humans
??? 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, ... ?
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
YOLOv5 ? in PyTorch > ONNX > CoreML > TFLite
Clone a voice in 5 seconds to generate arbitrary speech in real-time
A high-throughput and memory-efficient inference and serving engine for LLMs
