Stars
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Instruct-tune LLaMA on consumer hardware
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
Examples and guides for using the Gemini API
StableLM: Stability AI Language Models
llama3 implementation one matrix multiplication at a time
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
This repository contains demos I made with the Transformers library by HuggingFace.
QLoRA: Efficient Finetuning of Quantized LLMs
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM …
MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Using Low-rank adaptation to quickly fine-tune diffusion models.
A course on aligning smol models.
Silero Models: pre-trained text-to-speech models made embarrassingly simple
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.
MARS5 speech model (TTS) from CAMB.AI
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Puzzles for learning Triton
pytorch implementation of openpose including Hand and Body Pose Estimation.
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Mastering Applied AI, One Concept at a Time
Simple UI for LLM Model Finetuning