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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 l…
Examples and guides for using the Gemini API.
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU
Tutorials for creating and using ONNX models
A small package to create visualizations of PyTorch execution graphs
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
Easily compute clip embeddings and build a clip retrieval system with them
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
New ways of breaking app-integrated LLMs
Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.
Efficient Python Tricks and Tools for Data Scientists
Training LLMs with QLoRA + FSDP
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum compu…
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
What would you do with 1000 H100s...
Official Implementation of Paella https://arxiv.org/abs/2211.07292v2
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
Scalable toolkit for data curation
Tensorflow's Fairness Evaluation and Visualization Toolkit
Minimal implementation of scalable rectified flow transformers, based on SD3's approach
Toolkit for attaching, training, saving and loading of new heads for transformer models