AI Agent Skills

Reference implementations of MLPerf® training benchmarks

当用户需要做方向性判断、评估「该往哪走/这事靠谱吗」、或想提升决策能力时调用。 核心理念: 判断力(知道行为长期后果)比努力重要; 清晰思考=从基础学科重建推理; 收集心智模型(复利/委托代理/可证伪性/基础数学)。 不适用于: 需要立即执行的具体任务步骤。 Triggers: 判断力/方向/第一性原理/心智模型/思维模型/判断靠不靠谱…

Fast ML inference & training for ONNX models in Rust

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/ab…

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

A WebGL accelerated JavaScript library for training and deploying ML models.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

A system for quickly generating training data with weak supervision

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, t…

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Training PyTorch models with differential privacy

A lightweight library for PyTorch training tools and utilities

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)