Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🔊 Text-Prompted Generative Audio Model

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

The fastai book, published as Jupyter Notebooks

llama3 implementation one matrix multiplication at a time

Code release for NeRF (Neural Radiance Fields)

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

Simple image captioning model

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Projects based on SigLIP (Zhai et. al, 2023) and Hugging Face transformers integration 🤗

In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this cour…

Low-latency ONNX and TensorRT based zero-shot classification and detection with contrastive language-image pre-training based prompts