Popular GitHub Repositories for Precision Oncology

Control GenAI interactions with power, precision, and consistency using LLM-native Conversation Design paradigms

StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision.

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

A collaboratively written review paper on deep learning, genomics, and precision medicine

High-fidelity performance metrics for generative models in PyTorch

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

Neural Network Compression Framework for enhanced OpenVINO? inference

ToolUniverse is a collection of biomedical tools designed for AI agents

Precision Medicine Knowledge Graph (PrimeKG)

Microsoft Automatic Mixed Precision Library

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Large collection of number systems providing custom arithmetic for mixed-precision algorithm development and optimization for AI, Machine Learning, Computer Vision, Signal Processing, CAE, EDA, control, optimization, estimation, and approximation.

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

Run larger LLMs with longer contexts on Apple Silicon by using differentiated precision for KV cache quantization. KVSplit enables 8-bit keys & 4-bit values, reducing memory by 59% with <1% quality loss. Includes benchmarking, visualization, and one-command setup. Optimized for M1/M2/M3 Macs with Metal support.

This repository hosts a suite of specialized agents designed to power your brainstorming sessions. Each agent brings a unique perspective and tailored approach to generate creative, targeted solutions for diverse challenges. Choose the right agent for your specific brainstorming needs and unlock innovative ideas with precision.