robertavram-md

LLMs-from-scratch

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

exo

Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

LLaMA2-Accessory

An Open-source Toolkit for LLM Development

mergekit

Tools for merging pretrained large language models.

pathology_mllm_training

MiniCPM-V

MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone

sleepfm-codebase

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

video_features

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

Med-PaLM

Towards Generalist Biomedical AI

LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

BenchMD

dspy

DSPy: The framework for programming—not prompting—foundation models

ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

LS-LLaMA

A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning

ai-researcher

MONAI

AI Toolkit for Healthcare Imaging

model-zoo

MONAI Model Zoo that hosts models in the MONAI Bundle format.

enchanted

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

mlx-examples

Examples in the MLX framework

ESR-Bot

Cryptocurrency Autoview trading bot in Pine Script: ESR-Bot

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

mamba

Mamba SSM architecture

U-Mamba

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

YOLO-World

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

vscode

Visual Studio Code