foundation-models

iOS & watchOS speech-to-text app with AI voice keyboard, on-device RAG, and chat with your notes - powered by Apple Foundation Models, WhisperKit, NVIDIA Parakeet, and 20+ AI providers

Access to Sulie foundation models for time-series forecasting 📈

A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.

[NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning them into sequences of latent world model states. Latent state sequences can be decoded using the decoder of the model, allowing visualization of the expected behavior, before training the agent to execute it.

A self-supervised foundation ECG model for broad and scalable cardiac applications

Deploy Generative AI models from Amazon SageMaker JumpStart using AWS CDK

Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.

AWS Certified AI Practitioner (AIF-C01) exam preparation

Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"

Build foundation model for RNA or DNA data

The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"

An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level interpretability, benchmarked head-to-head against tuned GBMs, tabular foundation models, and survival baselines on MIMIC-IV, eICU, and GEMINI via the MEDS standard.

ProCyon: A multimodal foundation model for protein phenotypes

[MICCAI 2024] Official code repository of paper titled "BAPLe: Backdoor Attacks on Medical Foundation Models using Prompt Learning" accepted in MICCAI 2024 conference.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Efficient Multimodal Foundation Model Adaptation for Recommendation

Official repository of the paper "MIRAGE: A multimodal foundation model and benchmark for comprehensive retinal OCT image analysis", published in npj Digital Medicine (2025).

NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models

This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Foundation Models" (TechRxiv-26).

This includes the codebase for EntroPE (Entropy-Guided Dynamic Patch Encoder for Time Series Forecasting) paper.